Privileged learning via a multi-task distilled approach.

Marco Pedersoli https://scholar.google.com/citations?user=aVfyPAoAAAAJ https://openreview.net/profile?id=~Marco_Pedersoli1 https://dl.acm.org/profile/81384614157 https://orcid.org/0000-0002-7601-8640 https://www.wikidata.org/entity/Q123587201

Mario Martínez-García Jon Vadillo Marco Pedersoli Iñaki Inza José Antonio Lozano 0001 Privileged learning via a multi-task distilled approach. 2026 113389 178 Pattern Recognit. https://doi.org/10.1016/j.patcog.2026.113389 db/journals/pr/pr178.html#MartinezGarciaVPIL26 streams/journals/pr

Muhammad Osama Zeeshan Marco Pedersoli Alessandro Lameiras Koerich Eric Granger Progressive Multi-Source Domain Adaptation for Personalized Facial Expression Recognition. 2026 January - March 575-586 17 IEEE Trans. Affect. Comput. 1 https://doi.org/10.1109/TAFFC.2025.3627534 db/journals/taffco/taffco17.html#ZeeshanPKG26 streams/journals/taffco

Taha Mustapha Nehdi Nairouz Mrabah Atif Belal Marco Pedersoli Eric Granger Low-Rank Expert Merging for Multi-Source Domain Adaptation in Person Re-Identification. WACV 2026 1809-1819 conf/wacv/2026 https://doi.org/10.1109/WACV61042.2026.00181 db/conf/wacv/wacv2026.html#NehdiMBPG26 streams/conf/wacv Muhammad Osama Zeeshan Natacha Gillet Alessandro Lameiras Koerich Marco Pedersoli François Brémond Eric Granger MuSACo: Multimodal Subject-Specific Selection and Adaptation for Expression Recognition with Co-Training. WACV 2026 3606-3616 conf/wacv/2026 https://doi.org/10.1109/WACV61042.2026.00352 db/conf/wacv/wacv2026.html#ZeeshanGKPBG26 streams/conf/wacv Masih Aminbeidokhti Heitor Rapela Medeiros Srikanth Muralidharan Eric Granger Marco Pedersoli High-Rate Mixout: Revisiting Mixout for Robust Domain Generalization. WACV 2026 3803-3812 conf/wacv/2026 https://doi.org/10.1109/WACV61042.2026.00371 db/conf/wacv/wacv2026.html#AminbeidokhtiMMGP26 streams/conf/wacv Heitor Rapela Medeiros Atif Belal Masih Aminbeidokhti Eric Granger Marco Pedersoli WiSE-OD: Benchmarking Robustness in Infrared Object Detection. WACV 2026 4912-4921 conf/wacv/2026 https://doi.org/10.1109/WACV61042.2026.00477 db/conf/wacv/wacv2026.html#MedeirosBAGP26 streams/conf/wacv Srikanth Muralidharan Heitor Rapela Medeiros Masih Aminbeidokhti Eric Granger Marco Pedersoli Pretraining Helps When Capacity Allows: Evidence from Ultra-Small ConvNets. WACV 2026 8333-8342 conf/wacv/2026 https://doi.org/10.1109/WACV61042.2026.00804 db/conf/wacv/wacv2026.html#MuralidharanMAGP26 streams/conf/wacv

Masoumeh Sharafi Muhammad Osama Zeeshan Soufiane Belharbi Alessandro Lameiras Koerich Marco Pedersoli Eric Granger Test-Time Adaptation via Cache Personalization for Facial Expression Recognition in Videos. 2026 March abs/2603.21309 CoRR https://doi.org/10.48550/arXiv.2603.21309 db/journals/corr/corr2603.html#abs-2603-21309 streams/journals/corr

Muhammad Osama Zeeshan Masoumeh Sharafi Benoît Savary Alessandro Lameiras Koerich Marco Pedersoli Eric Granger CLIP-AUTT: Test-Time Personalization with Action Unit Prompting for Fine-Grained Video Emotion Recognition. 2026 March abs/2603.27999 CoRR https://doi.org/10.48550/arXiv.2603.27999 db/journals/corr/corr2603.html#abs-2603-27999 streams/journals/corr

Juan A. Rodríguez Haotian Zhang Abhay Puri Tianyang Zhang Rishav Pramanik Meng Lin Xiaoqing Xie Marco Terral Darsh Kaushik Aly Shariff Perouz Taslakian Spandana Gella Sai Rajeswar David Vázquez 0001 Christopher Pal Marco Pedersoli VectorGym: A Multitask Benchmark for SVG Code Generation, Sketching, and Editing. 2026 March abs/2603.29852 CoRR https://doi.org/10.48550/arXiv.2603.29852 db/journals/corr/corr2603.html#abs-2603-29852 streams/journals/corr

Manuela González-González Soufiane Belharbi Muhammad Osama Zeeshan Masoumeh Sharafi Muhammad Haseeb Aslam Lorenzo Sia Nicolas Richet Marco Pedersoli Alessandro Lameiras Koerich Simon Bacon Eric Granger Ambivalence/Hesitancy Recognition in Videos for Personalized Digital Health Interventions. 2026 April abs/2604.11730 CoRR https://doi.org/10.48550/arXiv.2604.11730 db/journals/corr/corr2604.html#abs-2604-11730 streams/journals/corr

Dimitrios Kollias Panagiotis Tzirakis Alan Cowen Stefanos Zafeiriou Irene Kotsia Eric Granger Marco Pedersoli Simon Bacon Jens Madsen Soufiane Belharbi Muhammad Haseeb Aslam Chunchang Shao Guanyu Hu 0003 From Affect to Complex Behavior: Advancing Multimodal Human-Centered AI at the 10th ABAW Workshop & Competition. 2026 May abs/2605.27451 CoRR https://doi.org/10.48550/arXiv.2605.27451 db/journals/corr/corr2605.html#abs-2605-27451 streams/journals/corr

Soufiane Belharbi Shakeeb Murtaza Marco Pedersoli Ismail Ben Ayed Luke McCaffrey Eric Granger CoLo-CAM: Class activation mapping for object co-localization in weakly-labeled unconstrained videos. 111358 2025 162 Pattern Recognit. https://doi.org/10.1016/j.patcog.2025.111358 db/journals/pr/pr162.html#BelharbiMPAMG25 streams/journals/pr

Juan A. Rodríguez Abhay Puri Shubham Agarwal Issam H. Laradji Sai Rajeswar David Vázquez 0001 Christopher Pal Marco Pedersoli StarVector: Generating Scalable Vector Graphics Code from Images and Text. 29691-29693 2025 AAAI https://doi.org/10.1609/aaai.v39i28.35369 conf/aaai/2025 db/conf/aaai/aaai2025.html#RodriguezPALR0P25 Mehraveh Javan Roshtkhari Matthew Toews Marco Pedersoli Iterative Monte Carlo Tree Search for Neural Architecture Search. AutoML 2025 3/1-17 conf/automl/2025 https://proceedings.mlr.press/v293/roshtkhari25a.html db/conf/automl/automl2025.html#RoshtkhariTP25 streams/conf/automl Dimitrios Kollias Panagiotis Tzirakis Alan Cowen Stefanos Zafeiriou Irene Kotsia Eric Granger Marco Pedersoli Simon Bacon Alice Baird Chris Gagne 0001 Chunchang Shao Guanyu Hu 0003 Soufiane Belharbi Muhammad Haseeb Aslam Advancements in Affective and Behavior Analysis: The 8th ABAW Workshop and Competition. 5572-5583 2025 CVPR Workshops https://openaccess.thecvf.com/content/CVPR2025W/ABAW/html/Kollias_Advancements_in_Affective_and_Behavior_Analysis_The_8th_ABAW_Workshop_CVPRW_2025_paper.html conf/cvpr/2025w db/conf/cvpr/cvprw2025.html#KolliasTCZKGPBB25 Juan A. Rodríguez Abhay Puri Shubham Agarwal Issam H. Laradji Pau Rodríguez Sai Rajeswar David Vázquez 0001 Christopher Pal Marco Pedersoli StarVector: Generating Scalable Vector Graphics Code from Images and Text. 16175-16186 2025 CVPR https://openaccess.thecvf.com/content/CVPR2025/html/Rodriguez_StarVector_Generating_Scalable_Vector_Graphics_Code_from_Images_and_Text_CVPR_2025_paper.html https://doi.org/10.1109/CVPR52734.2025.01508 conf/cvpr/2025 db/conf/cvpr/cvpr2025.html#RodriguezPALRR025 Masoumeh Sharafi Emma Ollivier Muhammad Osama Zeeshan Soufiane Belharbi Alessandro Lameiras Koerich Marco Pedersoli Simon Bacon Eric Granger Disentangled Source-Free Personalization for Facial Expression Recognition with Neutral Target Data. 1-10 2025 FG https://doi.org/10.1109/FG61629.2025.11099202 conf/fgr/2025 db/conf/fgr/fg2025.html#SharafiOZBKPBG25 Heitor Rapela Medeiros Atif Belal Srikanth Muralidharan Eric Granger Marco Pedersoli Visual Modality Prompt for Adapting Vision-Language Object Detectors. 2025 ICCV 2172-2182 conf/iccv/2025 https://doi.org/10.1109/ICCV51701.2025.00210 db/conf/iccv/iccv2025.html#MedeirosBMGP25 streams/conf/iccv Masih Aminbeidokhti Subhankar Roy Eric Granger Elisa Ricci 0001 Marco Pedersoli LT-Soups: Bridging Head and Tail Classes via Subsampled Model Soups. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/6dddcff5b115b40c998a08fbd1cea4d7-Abstract-Conference.html conf/nips/2025 db/conf/nips/neurips2025.html#AminbeidokhtiRG25 Ahmed Masry Juan A. Rodríguez Tianyu Zhang Suyuchen Wang Chao Wang Aarash Feizi Akshay Kalkunte Suresh Abhay Puri Xiangru Jian Pierre-André Noël Sathwik Tejaswi Madhusudhan Marco Pedersoli Bang Liu 0003 Nicolas Chapados Yoshua Bengio Enamul Hoque Chris Pal Issam Hadj Laradji David Vázquez 0001 Perouz Taslakian Spandana Gella Sai Rajeswar Mudumba AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Document Understanding. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/d695f1d2b37df1310f3b9d2bbc7e0a2f-Abstract-Conference.html conf/nips/2025 db/conf/nips/neurips2025.html#MasryRZWWFSPJNM25 Muhammad Haseeb Aslam Clara Martinez Marco Pedersoli Alessandro Lameiras Koerich Ali Etemad Eric Granger Learning from Stochastic Teacher Representations Using Student-Guided Knowledge Distillation. 235-253 2025 ECML/PKDD (6) https://doi.org/10.1007/978-3-032-06106-5_14 conf/pkdd/2025-6 db/conf/pkdd/pkdd2025-6.html#AslamMPKEG25 streams/conf/pkdd Shakeeb Murtaza Soufiane Belharbi Marco Pedersoli Eric Granger A Realistic Protocol for Evaluation of Weakly Supervised Object Localization. 5367-5376 2025 WACV https://doi.org/10.1109/WACV61041.2025.00524 conf/wacv/2025 db/conf/wacv/wacv2025.html#MurtazaBPG25 Atif Belal Akhil Meethal Francisco Perdigon Romero Marco Pedersoli Eric Granger Attention-Based Class-Conditioned Alignment for Multi-Source Domain Adaptation of Object Detectors. 8566-8575 2025 WACV https://doi.org/10.1109/WACV61041.2025.00830 conf/wacv/2025 db/conf/wacv/wacv2025.html#BelalMRPG25 Heitor Rapela Medeiros David Latortue Eric Granger Marco Pedersoli Mixed Patch Visible-Infrared Modality Agnostic Object Detection. 9023-9032 2025 WACV https://doi.org/10.1109/WACV61041.2025.00874 conf/wacv/2025 db/conf/wacv/wacv2025.html#MedeirosLGP25

Shakeeb Murtaza Soufiane Belharbi Marco Pedersoli Eric Granger TeD-Loc: Text Distillation for Weakly Supervised Object Localization. 2025 January abs/2501.12632 CoRR https://doi.org/10.48550/arXiv.2501.12632 db/journals/corr/corr2501.html#abs-2501-12632 streams/journals/corr

Ahmed Masry Juan A. Rodríguez Tianyu Zhang Suyuchen Wang Chao Wang Aarash Feizi Akshay Kalkunte Suresh Abhay Puri Xiangru Jian Pierre-André Noël Sathwik Tejaswi Madhusudhan Marco Pedersoli Bang Liu 0003 Nicolas Chapados Yoshua Bengio Enamul Hoque Christopher Pal Issam H. Laradji David Vázquez 0001 Perouz Taslakian Spandana Gella Sai Rajeswar AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Understanding. 2025 February abs/2502.01341 CoRR https://doi.org/10.48550/arXiv.2502.01341 db/journals/corr/corr2502.html#abs-2502-01341 streams/journals/corr

Masoumeh Sharafi Emma Ollivier Muhammad Osama Zeeshan Soufiane Belharbi Marco Pedersoli Alessandro Lameiras Koerich Simon Bacon Eric Granger Disentangled Source-Free Personalization for Facial Expression Recognition with Neutral Target Data. 2025 March abs/2503.20771 CoRR https://doi.org/10.48550/arXiv.2503.20771 db/journals/corr/corr2503.html#abs-2503-20771 streams/journals/corr

Mehraveh Javan Roshtkhari Matthew Toews Marco Pedersoli Neural Architecture Search by Learning a Hierarchical Search Space. 2025 March abs/2503.21061 CoRR https://doi.org/10.48550/arXiv.2503.21061 db/journals/corr/corr2503.html#abs-2503-21061 streams/journals/corr

Muhammad Osama Zeeshan Marco Pedersoli Alessandro Lameiras Koerich Eric Grange Progressive Multi-Source Domain Adaptation for Personalized Facial Expression Recognition. 2025 April abs/2504.04252 CoRR https://doi.org/10.48550/arXiv.2504.04252 db/journals/corr/corr2504.html#abs-2504-04252 streams/journals/corr

Muhammad Haseeb Aslam Clara Martinez Marco Pedersoli Alessandro L. Koerich Ali Etemad Eric Granger Learning from Stochastic Teacher Representations Using Student-Guided Knowledge Distillation. 2025 April abs/2504.14307 CoRR https://doi.org/10.48550/arXiv.2504.14307 db/journals/corr/corr2504.html#abs-2504-14307 streams/journals/corr

Rishav Pramanik Antoine Poupon Juan A. Rodríguez Masih Aminbeidokhti David Vázquez 0001 Christopher Pal Zhaozheng Yin Marco Pedersoli Distilling semantically aware orders for autoregressive image generation. 2025 April abs/2504.17069 CoRR https://doi.org/10.48550/arXiv.2504.17069 db/journals/corr/corr2504.html#abs-2504-17069 streams/journals/corr

Manuela González-González Soufiane Belharbi Muhammad Osama Zeeshan Masoumeh Sharafi Muhammad Haseeb Aslam Marco Pedersoli Alessandro Lameiras Koerich Simon Bacon Eric Granger BAH Dataset for Ambivalence/Hesitancy Recognition in Videos for Behavioural Change. 2025 May abs/2505.19328 CoRR https://doi.org/10.48550/arXiv.2505.19328 db/journals/corr/corr2505.html#abs-2505-19328 streams/journals/corr

Juan A. Rodríguez Haotian Zhang Abhay Puri Aarash Feizi Rishav Pramanik Pascal Wichmann Arnab Kumar Mondal Mohammad Reza Samsami Rabiul Awal Perouz Taslakian Spandana Gella Sai Rajeswar David Vázquez 0001 Christopher Pal Marco Pedersoli Rendering-Aware Reinforcement Learning for Vector Graphics Generation. 2025 May abs/2505.20793 CoRR https://doi.org/10.48550/arXiv.2505.20793 db/journals/corr/corr2505.html#abs-2505-20793 streams/journals/corr

Heitor Rapela Medeiros Atif Belal Masih Aminbeidokhti Eric Granger Marco Pedersoli WiSE-OD: Benchmarking Robustness in Infrared Object Detection. 2025 July abs/2507.18925 CoRR https://doi.org/10.48550/arXiv.2507.18925 db/journals/corr/corr2507.html#abs-2507-18925 streams/journals/corr

Srikanth Muralidharan Heitor Rapela Medeiros Masih Aminbeidokhti Eric Granger Marco Pedersoli Infrared Object Detection with Ultra Small ConvNets: Is ImageNet Pretraining Still Useful? 2025 August abs/2508.02927 CoRR https://doi.org/10.48550/arXiv.2508.02927 db/journals/corr/corr2508.html#abs-2508-02927 streams/journals/corr

Taha Mustapha Nehdi Nairouz Mrabah Atif Belal Marco Pedersoli Eric Granger Low-Rank Expert Merging for Multi-Source Domain Adaptation in Person Re-Identification. 2025 August abs/2508.06831 CoRR https://doi.org/10.48550/arXiv.2508.06831 db/journals/corr/corr2508.html#abs-2508-06831 streams/journals/corr

Masoumeh Sharafi Soufiane Belharbi Houssem Ben Salem Ali Etemad Alessandro Lameiras Koerich Marco Pedersoli Simon Bacon Eric Granger Personalized Feature Translation for Expression Recognition: An Efficient Source-Free Domain Adaptation Method. 2025 August abs/2508.09202 CoRR https://doi.org/10.48550/arXiv.2508.09202 db/journals/corr/corr2508.html#abs-2508-09202 streams/journals/corr

Muhammad Osama Zeeshan Natacha Gillet Alessandro Lameiras Koerich Marco Pedersoli François Brémond Eric Granger MuSACo: Multimodal Subject-Specific Selection and Adaptation for Expression Recognition with Co-Training. 2025 August abs/2508.12522 CoRR https://doi.org/10.48550/arXiv.2508.12522 db/journals/corr/corr2508.html#abs-2508-12522 streams/journals/corr

Atif Belal Heitor Rapela Medeiros Marco Pedersoli Eric Granger VLOD-TTA: Test-Time Adaptation of Vision-Language Object Detectors. 2025 October abs/2510.00458 CoRR https://doi.org/10.48550/arXiv.2510.00458 db/journals/corr/corr2510.html#abs-2510-00458 streams/journals/corr

Shambhavi Mishra Gaurav Sahu Marco Pedersoli Laurent Charlin Jose Dolz Christopher Pal AInstein: Assessing the Feasibility of AI-Generated Approaches to Research Problems. 2025 October abs/2510.05432 CoRR https://doi.org/10.48550/arXiv.2510.05432 db/journals/corr/corr2510.html#abs-2510-05432 streams/journals/corr

Masih Aminbeidokhti Heitor Rapela Medeiros Srikanth Muralidharan Eric Granger Marco Pedersoli High-Rate Mixout: Revisiting Mixout for Robust Domain Generalization. 2025 October abs/2510.06955 CoRR https://doi.org/10.48550/arXiv.2510.06955 db/journals/corr/corr2510.html#abs-2510-06955 streams/journals/corr

Masih Aminbeidokhti Heitor Rapela Medeiros Eric Granger Marco Pedersoli Revisiting Mixout: An Overlooked Path to Robust Finetuning. 2025 October abs/2510.06982 CoRR https://doi.org/10.48550/arXiv.2510.06982 db/journals/corr/corr2510.html#abs-2510-06982 streams/journals/corr

Masih Aminbeidokhti Subhankar Roy Eric Granger Elisa Ricci 0001 Marco Pedersoli LT-Soups: Bridging Head and Tail Classes via Subsampled Model Soups. 2025 November abs/2511.10683 CoRR https://doi.org/10.48550/arXiv.2511.10683 db/journals/corr/corr2511.html#abs-2511-10683 streams/journals/corr

Jizong Peng Ping Wang 0016 Marco Pedersoli Christian Desrosiers Boundary-aware information maximization for self-supervised medical image segmentation. 103150 2024 94 Medical Image Anal. https://doi.org/10.1016/j.media.2024.103150 db/journals/mia/mia94.html#PengWPD24

Shambhavi Mishra Balamurali Murugesan Ismail Ben Ayed Marco Pedersoli Jose Dolz Do not trust what you trust: Miscalibration in Semisupervised Learning. 2024 2024 Trans. Mach. Learn. Res. https://openreview.net/forum?id=1WqLLYgBNt db/journals/tmlr/tmlr2024.html#MishraMAPD24

Shakeeb Murtaza Marco Pedersoli Aydin Sarraf Eric Granger Leveraging Transformers for Weakly Supervised Object Localization in Unconstrained Videos. 195-207 2024 ANNPR https://doi.org/10.1007/978-3-031-71602-7_17 conf/annpr/2024 db/conf/annpr/annpr2024.html#MurtazaPSG24 streams/conf/annpr Paul Waligora Muhammad Haseeb Aslam Muhammad Osama Zeeshan Soufiane Belharbi Alessandro Lameiras Koerich Marco Pedersoli Simon Bacon Eric Granger Joint Multimodal Transformer for Emotion Recognition in the Wild. 4625-4635 2024 CVPR Workshops https://doi.org/10.1109/CVPRW63382.2024.00465 conf/cvpr/2024w db/conf/cvpr/cvprw2024.html#WaligoraAZBKPBG22 Heitor Rapela Medeiros Masih Aminbeidokhti Fidel Alejandro Guerrero Peña David Latortue Eric Granger Marco Pedersoli Modality Translation for Object Detection Adaptation Without Forgetting Prior Knowledge. 51-68 2024 ECCV (89) https://doi.org/10.1007/978-3-031-73024-5_4 conf/eccv/2024-89 db/conf/eccv/eccv2024-89.html#MedeirosAPLGP24 streams/conf/eccv Nicolas Richet Soufiane Belharbi Haseeb Aslam Meike Emilie Schadt Manuela González-González Gustave Cortal Alessandro Lameiras Koerich Marco Pedersoli Alain Finkel Simon Bacon Eric Granger Textualized and Feature-Based Models for Compound Multimodal Emotion Recognition in the Wild. 60-78 2024 ECCV Workshops (15) https://doi.org/10.1007/978-3-031-91581-9_5 conf/eccv/2024-w15 db/conf/eccv/eccv2024-w15.html#RichetBASGCKPFBG24 streams/conf/eccv Simon Varailhon Masih Aminbeidokhti Marco Pedersoli Eric Granger Source-Free Domain Adaptation for YOLO Object Detection. 218-235 2024 ECCV Workshops (18) https://doi.org/10.1007/978-3-031-91672-4_14 conf/eccv/2024-w18 db/conf/eccv/eccv2024-w18.html#VarailhonAPG24 streams/conf/eccv Muhammad Haseeb Aslam Muhammad Osama Zeeshan Soufiane Belharbi Marco Pedersoli Alessandro Lameiras Koerich Simon Bacon Eric Granger Distilling Privileged Multimodal Information for Expression Recognition using Optimal Transport. 1-10 2024 FG https://doi.org/10.1109/FG59268.2024.10582047 conf/fgr/2024 db/conf/fgr/fg2024.html#AslamZBPKBG24 Soufiane Belharbi Marco Pedersoli Alessandro Lameiras Koerich Simon Bacon Eric Granger Guided Interpretable Facial Expression Recognition via Spatial Action Unit Cues. 1-10 2024 FG https://doi.org/10.1109/FG59268.2024.10582016 conf/fgr/2024 db/conf/fgr/fg2024.html#BelharbiPKBG24 Muhammad Osama Zeeshan Muhammad Haseeb Aslam Soufiane Belharbi Alessandro Lameiras Koerich Marco Pedersoli Simon Bacon Eric Granger Subject-Based Domain Adaptation for Facial Expression Recognition. 1-10 2024 FG https://doi.org/10.1109/FG59268.2024.10581958 conf/fgr/2024 db/conf/fgr/fg2024.html#ZeeshanABKPBG24 Rishav Pramanik José-Fabian Villa-Vásquez Marco Pedersoli Masked Multi-Query Slot Attention for Unsupervised Object Discovery. 1-8 2024 IJCNN https://doi.org/10.1109/IJCNN60899.2024.10651147 conf/ijcnn/2024 db/conf/ijcnn/ijcnn2024.html#PramanikVP24 streams/conf/ijcnn David Latortue Moetez Kdayem Fidel A. Guerrero-Peña Eric Granger Marco Pedersoli Evaluating Supervision Levels Trade-Offs for Infrared-Based People Counting. 290-299 2024 WACV (Workshops) https://doi.org/10.1109/WACVW60836.2024.00036 conf/wacv/2024w db/conf/wacv/wacv2024w.html#LatortueKGGP24 Atif Belal Akhil Meethal Francisco Perdigon Romero Marco Pedersoli Eric Granger Multi-Source Domain Adaptation for Object Detection with Prototype-based Mean Teacher. 1266-1275 2024 WACV https://doi.org/10.1109/WACV57701.2024.00131 conf/wacv/2024 db/conf/wacv/wacv2024.html#BelalMRPG24 Heitor Rapela Medeiros Fidel A. Guerrero-Peña Masih Aminbeidokhti Thomas Dubail Eric Granger Marco Pedersoli HalluciDet: Hallucinating RGB Modality for Person Detection Through Privileged Information. 1433-1442 2024 WACV https://doi.org/10.1109/WACV57701.2024.00147 conf/wacv/2024 db/conf/wacv/wacv2024.html#MedeirosGADGP24 Saypraseuth Mounsaveng Florent Chiaroni Malik Boudiaf Marco Pedersoli Ismail Ben Ayed Bag of Tricks for Fully Test-Time Adaptation. 1925-1934 2024 WACV https://doi.org/10.1109/WACV57701.2024.00194 conf/wacv/2024 db/conf/wacv/wacv2024.html#MounsavengCBPA24 Masih Aminbeidokhti Fidel A. Guerrero-Peña Heitor Rapela Medeiros Thomas Dubail Eric Granger Marco Pedersoli Domain Generalization by Rejecting Extreme Augmentations. 2204-2214 2024 WACV https://doi.org/10.1109/WACV57701.2024.00221 conf/wacv/2024 db/conf/wacv/wacv2024.html#AminbeidokhtiGM24

Muhammad Haseeb Aslam Muhammad Osama Zeeshan Soufiane Belharbi Marco Pedersoli Alessandro L. Koerich Simon Bacon Eric Granger Distilling Privileged Multimodal Information for Expression Recognition using Optimal Transport. 2024 abs/2401.15489 CoRR https://doi.org/10.48550/arXiv.2401.15489 db/journals/corr/corr2401.html#abs-2401-15489

Soufiane Belharbi Marco Pedersoli Alessandro Lameiras Koerich Simon Bacon Eric Granger Guided Interpretable Facial Expression Recognition via Spatial Action Unit Cues. 2024 abs/2402.00281 CoRR https://doi.org/10.48550/arXiv.2402.00281 db/journals/corr/corr2402.html#abs-2402-00281

Atif Belal Akhil Meethal Francisco Perdigon Romero Marco Pedersoli Eric Granger Attention-based Class-Conditioned Alignment for Multi-Source Domain Adaptive Object Detection. 2024 abs/2403.09918 CoRR https://doi.org/10.48550/arXiv.2403.09918 db/journals/corr/corr2403.html#abs-2403-09918

Paul Waligora Osama Zeeshan Haseeb Aslam Soufiane Belharbi Alessandro Lameiras Koerich Marco Pedersoli Simon Bacon Eric Granger Joint Multimodal Transformer for Dimensional Emotional Recognition in the Wild. 2024 abs/2403.10488 CoRR https://doi.org/10.48550/arXiv.2403.10488 db/journals/corr/corr2403.html#abs-2403-10488

Shambhavi Mishra Balamurali Murugesan Ismail Ben Ayed Marco Pedersoli Jose Dolz Do not trust what you trust: Miscalibration in Semi-supervised Learning. 2024 abs/2403.15567 CoRR https://doi.org/10.48550/arXiv.2403.15567 db/journals/corr/corr2403.html#abs-2403-15567

Heitor Rapela Medeiros Masih Aminbeidokhti Fidel A. Guerrero-Peña David Latortue Eric Granger Marco Pedersoli Modality Translation for Object Detection Adaptation Without Forgetting Prior Knowledge. 2024 abs/2404.01492 CoRR https://doi.org/10.48550/arXiv.2404.01492 db/journals/corr/corr2404.html#abs-2404-01492

Shakeeb Murtaza Soufiane Belharbi Marco Pedersoli Eric Granger Realistic Model Selection for Weakly Supervised Object Localization. 2024 abs/2404.10034 CoRR https://doi.org/10.48550/arXiv.2404.10034 db/journals/corr/corr2404.html#abs-2404-10034

Heitor Rapela Medeiros David Latortue Fidel A. Guerrero-Peña Eric Granger Marco Pedersoli MiPa: Mixed Patch Infrared-Visible Modality Agnostic Object Detection. 2024 abs/2404.18849 CoRR https://doi.org/10.48550/arXiv.2404.18849 db/journals/corr/corr2404.html#abs-2404-18849

Rishav Pramanik José-Fabian Villa-Vásquez Marco Pedersoli Masked Multi-Query Slot Attention for Unsupervised Object Discovery. 2024 abs/2404.19654 CoRR https://doi.org/10.48550/arXiv.2404.19654 db/journals/corr/corr2404.html#abs-2404-19654

Louis Fournier Adel Nabli Masih Aminbeidokhti Marco Pedersoli Eugene Belilovsky Edouard Oyallon WASH: Train your Ensemble with Communication-Efficient Weight Shuffling, then Average. 2024 abs/2405.17517 CoRR https://doi.org/10.48550/arXiv.2405.17517 db/journals/corr/corr2405.html#abs-2405-17517

Shakeeb Murtaza Marco Pedersoli Aydin Sarraf Eric Granger Leveraging Transformers for Weakly Supervised Object Localization in Unconstrained Videos. 2024 abs/2407.06018 CoRR https://doi.org/10.48550/arXiv.2407.06018 db/journals/corr/corr2407.html#abs-2407-06018 streams/journals/corr

Nicolas Richet Soufiane Belharbi Haseeb Aslam Meike Emilie Schadt Manuela González-González Gustave Cortal Alessandro Lameiras Koerich Marco Pedersoli Alain Finkel Simon Bacon Eric Granger Textualized and Feature-based Models for Compound Multimodal Emotion Recognition in the Wild. 2024 abs/2407.12927 CoRR https://doi.org/10.48550/arXiv.2407.12927 db/journals/corr/corr2407.html#abs-2407-12927 streams/journals/corr

Muhammad Haseeb Aslam Marco Pedersoli Alessandro Lameiras Koerich Eric Granger Multi Teacher Privileged Knowledge Distillation for Multimodal Expression Recognition. 2024 abs/2408.09035 CoRR https://doi.org/10.48550/arXiv.2408.09035 db/journals/corr/corr2408.html#abs-2408-09035 streams/journals/corr

Simon Varailhon Masih Aminbeidokhti Marco Pedersoli Eric Granger Source-Free Domain Adaptation for YOLO Object Detection. 2024 abs/2409.16538 CoRR https://doi.org/10.48550/arXiv.2409.16538 db/journals/corr/corr2409.html#abs-2409-16538 streams/journals/corr

Soufiane Belharbi Marco Pedersoli Alessandro Lameiras Koerich Simon Bacon Eric Granger Spatial Action Unit Cues for Interpretable Deep Facial Expression Recognition. 2024 abs/2410.01848 CoRR https://doi.org/10.48550/arXiv.2410.01848 db/journals/corr/corr2410.html#abs-2410-01848 streams/journals/corr

José-Fabian Villa-Vásquez Marco Pedersoli Unsupervised Object Discovery: A Comprehensive Survey and Unified Taxonomy. 2024 abs/2411.00868 CoRR https://doi.org/10.48550/arXiv.2411.00868 db/journals/corr/corr2411.html#abs-2411-00868 streams/journals/corr

Juan A. Rodríguez Nicholas Botzer David Vázquez 0001 Christopher Pal Marco Pedersoli Issam H. Laradji IntentGPT: Few-shot Intent Discovery with Large Language Models. 2024 abs/2411.10670 CoRR https://doi.org/10.48550/arXiv.2411.10670 db/journals/corr/corr2411.html#abs-2411-10670 streams/journals/corr

Shambhavi Mishra Julio Silva-Rodríguez Ismail Ben Ayed Marco Pedersoli Jose Dolz Words Matter: Leveraging Individual Text Embeddings for Code Generation in CLIP Test-Time Adaptation. 2024 abs/2411.17002 CoRR https://doi.org/10.48550/arXiv.2411.17002 db/journals/corr/corr2411.html#abs-2411-17002 streams/journals/corr

Heitor Rapela Medeiros Atif Belal Srikanth Muralidharan Eric Granger Marco Pedersoli Visual Modality Prompt for Adapting Vision-Language Object Detectors. 2024 abs/2412.00622 CoRR https://doi.org/10.48550/arXiv.2412.00622 db/journals/corr/corr2412.html#abs-2412-00622 streams/journals/corr

Juan A. Rodríguez Xiangru Jian Siba Smarak Panigrahi Tianyu Zhang Aarash Feizi Abhay Puri Akshay Kalkunte François Savard Ahmed Masry Shravan Nayak Rabiul Awal Mahsa Massoud Amirhossein Abaskohi Zichao Li Suyuchen Wang Pierre-André Noël Mats Leon Richter Saverio Vadacchino Shubbam Agarwal Sanket Biswas Sara Shanian Ying Zhang 0033 Noah Bolger Kurt MacDonald Simon Fauvel Sathwik Tejaswi Srinivas Sunkara João Monteiro 0002 Krishnamurthy Dj Dvijotham Torsten Scholak Nicolas Chapados Sepideh Kharagani Sean Hughes M. Tamer Özsu Siva Reddy Marco Pedersoli Yoshua Bengio Christopher Pal Issam H. Laradji Spandana Gella Perouz Taslakian David Vázquez 0001 Sai Rajeswar BigDocs: An Open and Permissively-Licensed Dataset for Training Multimodal Models on Document and Code Tasks. 2024 abs/2412.04626 CoRR https://doi.org/10.48550/arXiv.2412.04626 db/journals/corr/corr2412.html#abs-2412-04626 streams/journals/corr

Shakeeb Murtaza Soufiane Belharbi Marco Pedersoli Aydin Sarraf Eric Granger DiPS: Discriminative pseudo-label sampling with self-supervised transformers for weakly supervised object localization. 104838 2023 December 140 Image Vis. Comput. https://doi.org/10.1016/j.imavis.2023.104838 db/journals/ivc/ivc140.html#MurtazaBPSG23

Ping Wang 0016 Jizong Peng Marco Pedersoli Yuanfeng Zhou Caiming Zhang 0001 Christian Desrosiers CAT: Constrained Adversarial Training for Anatomically-Plausible Semi-Supervised Segmentation. 2146-2161 2023 42 IEEE Trans. Medical Imaging 8 https://doi.org/10.1109/TMI.2023.3243069 db/journals/tmi/tmi42.html#0016PPZ0D23

Ping Wang 0016 Jizong Peng Marco Pedersoli Yuanfeng Zhou Caiming Zhang 0001 Christian Desrosiers Shape-Aware Joint Distribution Alignment for Cross-Domain Image Segmentation. 2338-2347 2023 42 IEEE Trans. Medical Imaging 8 https://doi.org/10.1109/TMI.2023.3247941 db/journals/tmi/tmi42.html#0016PPZ0D23a

Mehraveh Javan Roshtkhari Matthew Toews Marco Pedersoli Balanced Mixture of Supernets for Learning the CNN Pooling Architecture. 8/1-23 2023 AutoML https://proceedings.mlr.press/v224/roshtkhari23a.html conf/automl/2023 db/conf/automl/automl2023.html#RoshtkhariTP23 Akhil Meethal Eric Granger Marco Pedersoli Cascaded Zoom-in Detector for High Resolution Aerial Images. 2046-2055 2023 CVPR Workshops https://doi.org/10.1109/CVPRW59228.2023.00198 conf/cvpr/2023w db/conf/cvpr/cvprw2023.html#MeethalGP23 Muhammad Haseeb Aslam Muhammad Osama Zeeshan Marco Pedersoli Alessandro L. Koerich Simon Bacon Eric Granger Privileged Knowledge Distillation for Dimensional Emotion Recognition in the Wild. 3338-3347 2023 CVPR Workshops https://doi.org/10.1109/CVPRW59228.2023.00336 conf/cvpr/2023w db/conf/cvpr/cvprw2023.html#AslamZPKBG23 Fidel A. Guerrero-Peña Heitor Rapela Medeiros Thomas Dubail Masih Aminbeidokhti Eric Granger Marco Pedersoli Re-basin via implicit Sinkhorn differentiation. 20237-20246 2023 CVPR https://doi.org/10.1109/CVPR52729.2023.01938 conf/cvpr/2023 db/conf/cvpr/cvpr2023.html#Guerrero-PenaMD23 Juan A. Rodríguez David Vázquez 0001 Issam H. Laradji Marco Pedersoli Pau Rodríguez FigGen: Text to Scientific Figure Generation. 2023 Tiny Papers @ ICLR https://openreview.net/forum?id=Hx_iTXnCR5 conf/iclr/2023tiny db/conf/iclr/iclr2023tiny.html#RodriguezVLPR23 Shakeeb Murtaza Soufiane Belharbi Marco Pedersoli Aydin Sarraf Eric Granger Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization. 1-11 2023 WACV (Workshops) https://doi.org/10.1109/WACVW58289.2023.00021 conf/wacv/2023w db/conf/wacv/wacv2023w.html#MurtazaBPSG23 Djebril Mekhazni Maximilien Dufau Christian Desrosiers Marco Pedersoli Eric Granger Camera Alignment and Weighted Contrastive Learning for Domain Adaptation in Video Person ReID. 1624-1633 2023 WACV https://doi.org/10.1109/WACV56688.2023.00167 conf/wacv/2023 db/conf/wacv/wacv2023.html#MekhazniDDPG23 Juan A. Rodríguez David Vázquez 0001 Issam H. Laradji Marco Pedersoli Pau Rodríguez OCR-VQGAN: Taming Text-within-Image Generation. 3678-3687 2023 WACV https://doi.org/10.1109/WACV56688.2023.00368 conf/wacv/2023 db/conf/wacv/wacv2023.html#RodriguezVLPR23

Akhil Meethal Eric Granger Marco Pedersoli Cascaded Zoom-in Detector for High Resolution Aerial Images. 2023 abs/2303.08747 CoRR https://doi.org/10.48550/arXiv.2303.08747 db/journals/corr/corr2303.html#abs-2303-08747

Soufiane Belharbi Shakeeb Murtaza Marco Pedersoli Ismail Ben Ayed Luke McCaffrey Eric Granger CoLo-CAM: Class Activation Mapping for Object Co-Localization in Weakly-Labeled Unconstrained Videos. 2023 abs/2303.09044 CoRR https://doi.org/10.48550/arXiv.2303.09044 db/journals/corr/corr2303.html#abs-2303-09044

Juan A. Rodríguez David Vázquez 0001 Issam H. Laradji Marco Pedersoli Pau Rodríguez FigGen: Text to Scientific Figure Generation. 2023 abs/2306.00800 CoRR https://doi.org/10.48550/arXiv.2306.00800 db/journals/corr/corr2306.html#abs-2306-00800

Mehraveh Javan Matthew Toews Marco Pedersoli Balanced Mixture of SuperNets for Learning the CNN Pooling Architecture. 2023 abs/2306.11982 CoRR https://doi.org/10.48550/arXiv.2306.11982 db/journals/corr/corr2306.html#abs-2306-11982

Saypraseuth Mounsaveng Issam H. Laradji David Vázquez 0001 Marco Pedersoli Ismail Ben Ayed Automatic Data Augmentation Learning using Bilevel Optimization for Histopathological Images. 2023 abs/2307.11808 CoRR https://doi.org/10.48550/arXiv.2307.11808 db/journals/corr/corr2307.html#abs-2307-11808

Akhil Meethal Eric Granger Marco Pedersoli Density Crop-guided Semi-supervised Object Detection in Aerial Images. 2023 abs/2308.05032 CoRR https://doi.org/10.48550/arXiv.2308.05032 db/journals/corr/corr2308.html#abs-2308-05032

Atif Belal Akhil Meethal Francisco Perdigon Romero Marco Pedersoli Eric Granger Multi-Source Domain Adaptation for Object Detection with Prototype-based Mean-teacher. 2023 abs/2309.14950 CoRR https://doi.org/10.48550/arXiv.2309.14950 db/journals/corr/corr2309.html#abs-2309-14950

Saypraseuth Mounsaveng Florent Chiaroni Malik Boudiaf Marco Pedersoli Ismail Ben Ayed Bag of Tricks for Fully Test-Time Adaptation. 2023 abs/2310.02416 CoRR https://doi.org/10.48550/arXiv.2310.02416 db/journals/corr/corr2310.html#abs-2310-02416

Heitor Rapela Medeiros Fidel A. Guerrero-Peña Masih Aminbeidokhti Thomas Dubail Eric Granger Marco Pedersoli HalluciDet: Hallucinating RGB Modality for Person Detection Through Privileged Information. 2023 abs/2310.04662 CoRR https://doi.org/10.48550/arXiv.2310.04662 db/journals/corr/corr2310.html#abs-2310-04662

Shakeeb Murtaza Soufiane Belharbi Marco Pedersoli Aydin Sarraf Eric Granger DiPS: Discriminative Pseudo-Label Sampling with Self-Supervised Transformers for Weakly Supervised Object Localization. 2023 abs/2310.06196 CoRR https://doi.org/10.48550/arXiv.2310.06196 db/journals/corr/corr2310.html#abs-2310-06196

Masih Aminbeidokhti Fidel A. Guerrero-Peña Heitor Rapela Medeiros Thomas Dubail Eric Granger Marco Pedersoli Domain Generalization by Rejecting Extreme Augmentations. 2023 abs/2310.06670 CoRR https://doi.org/10.48550/arXiv.2310.06670 db/journals/corr/corr2310.html#abs-2310-06670

David Latortue Moetez Kdayem Fidel A. Guerrero-Peña Eric Granger Marco Pedersoli Evaluating Supervision Levels Trade-Offs for Infrared-Based People Counting. 2023 abs/2311.11974 CoRR https://doi.org/10.48550/arXiv.2311.11974 db/journals/corr/corr2311.html#abs-2311-11974

Muhammad Osama Zeeshan Muhammad Haseeb Aslam Soufiane Belharbi Alessandro L. Koerich Marco Pedersoli Simon Bacon Eric Granger Subject-Based Domain Adaptation for Facial Expression Recognition. 2023 abs/2312.05632 CoRR https://doi.org/10.48550/arXiv.2312.05632 db/journals/corr/corr2312.html#abs-2312-05632

Juan A. Rodríguez Shubham Agarwal Issam H. Laradji Pau Rodríguez David Vázquez 0001 Christopher Pal Marco Pedersoli StarVector: Generating Scalable Vector Graphics Code from Images. 2023 abs/2312.11556 CoRR https://doi.org/10.48550/arXiv.2312.11556 db/journals/corr/corr2312.html#abs-2312-11556

Le Thanh Nguyen-Meidine Madhu Kiran Marco Pedersoli Jose Dolz Louis-Antoine Blais-Morin Eric Granger Incremental multi-target domain adaptation for object detection with efficient domain transfer. 108771 2022 129 Pattern Recognit. https://doi.org/10.1016/j.patcog.2022.108771 db/journals/pr/pr129.html#Nguyen-MeidineK22

R. Gnana Praveen Wheidima Carneiro de Melo Nasib Ullah Haseeb Aslam Osama Zeeshan Théo Denorme Marco Pedersoli Alessandro L. Koerich Simon Bacon Patrick Cardinal Eric Granger A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition. 2485-2494 2022 CVPR Workshops https://doi.org/10.1109/CVPRW56347.2022.00278 conf/cvpr/2022w db/conf/cvpr/cvpr2022w.html#PraveenMUAZDPKB22 Thomas Dubail Fidel Alejandro Guerrero Peña Heitor Rapela Medeiros Masih Aminbeidokhti Eric Granger Marco Pedersoli Privacy-Preserving Person Detection Using Low-Resolution Infrared Cameras. 689-702 2022 ECCV Workshops (5) https://doi.org/10.1007/978-3-031-25072-9_46 conf/eccv/2022-w5 db/conf/eccv/eccv2022-w5.html#DubailPMAGP22 Akhil Meethal Marco Pedersoli Zhongwen Zhu Francisco Perdigon Romero Eric Granger Semi-Weakly Supervised Object Detection by Sampling Pseudo Ground-Truth Boxes. 1-8 2022 IJCNN https://doi.org/10.1109/IJCNN55064.2022.9891933 conf/ijcnn/2022 db/conf/ijcnn/ijcnn2022.html#MeethalPZRG22 Soufiane Belharbi Marco Pedersoli Ismail Ben Ayed Luke McCaffrey Eric Granger Negative Evidence Matters in Interpretable Histology Image Classification. 103-129 2022 MIDL https://proceedings.mlr.press/v172/belharbi22a.html conf/midl/2022 db/conf/midl/midl2022.html#BelharbiPAMG22 Soufiane Belharbi Aydin Sarraf Marco Pedersoli Ismail Ben Ayed Luke McCaffrey Eric Granger F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling. 3727-3736 2022 WACV https://doi.org/10.1109/WACV51458.2022.00378 conf/wacv/2022 db/conf/wacv/wacv2022.html#BelharbiSPAMG22

Soufiane Belharbi Marco Pedersoli Ismail Ben Ayed Luke McCaffrey Eric Granger Negative Evidence Matters in Interpretable Histology Image Classification. 2022 abs/2201.02445 CoRR https://arxiv.org/abs/2201.02445 db/journals/corr/corr2201.html#abs-2201-02445

Jizong Peng Ping Wang 0016 Marco Pedersoli Christian Desrosiers Boundary-aware Information Maximization for Self-supervised Medical Image Segmentation. 2022 abs/2202.02371 CoRR https://arxiv.org/abs/2202.02371 db/journals/corr/corr2202.html#abs-2202-02371

Gnana Praveen Rajasekhar Wheidima Carneiro de Melo Nasib Ullah Haseeb Aslam Osama Zeeshan Théo Denorme Marco Pedersoli Alessandro L. Koerich Patrick Cardinal Eric Granger A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition. 2022 abs/2203.14779 CoRR https://doi.org/10.48550/arXiv.2203.14779 db/journals/corr/corr2203.html#abs-2203-14779

Akhil Meethal Marco Pedersoli Zhongwen Zhu Francisco Perdigon Romero Eric Granger Semi-Weakly Supervised Object Detection by Sampling Pseudo Ground-Truth Boxes. 2022 abs/2204.00147 CoRR https://doi.org/10.48550/arXiv.2204.00147 db/journals/corr/corr2204.html#abs-2204-00147

Shakeeb Murtaza Soufiane Belharbi Marco Pedersoli Aydin Sarraf Eric Granger Constrained Sampling for Class-Agnostic Weakly Supervised Object Localization. 2022 abs/2209.09195 CoRR https://doi.org/10.48550/arXiv.2209.09195 db/journals/corr/corr2209.html#abs-2209-09195

Shakeeb Murtaza Soufiane Belharbi Marco Pedersoli Aydin Sarraf Eric Granger Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization. 2022 abs/2209.09209 CoRR https://doi.org/10.48550/arXiv.2209.09209 db/journals/corr/corr2209.html#abs-2209-09209

Thomas Dubail Fidel Alejandro Guerrero Peña Heitor Rapela Medeiros Masih Aminbeidokhti Eric Granger Marco Pedersoli Privacy-Preserving Person Detection Using Low-Resolution Infrared Cameras. 2022 abs/2209.11335 CoRR https://doi.org/10.48550/arXiv.2209.11335 db/journals/corr/corr2209.html#abs-2209-11335

Juan A. Rodríguez David Vázquez 0001 Issam H. Laradji Marco Pedersoli Pau Rodríguez OCR-VQGAN: Taming Text-within-Image Generation. 2022 abs/2210.11248 CoRR https://doi.org/10.48550/arXiv.2210.11248 db/journals/corr/corr2210.html#abs-2210-11248

Djebril Mekhazni Maximilien Dufau Christian Desrosiers Marco Pedersoli Eric Granger Camera Alignment and Weighted Contrastive Learning for Domain Adaptation in Video Person ReID. 2022 abs/2211.03626 CoRR https://doi.org/10.48550/arXiv.2211.03626 db/journals/corr/corr2211.html#abs-2211-03626

Fidel A. Guerrero-Peña Heitor Rapela Medeiros Thomas Dubail Masih Aminbeidokhti Eric Granger Marco Pedersoli Re-basin via implicit Sinkhorn differentiation. 2022 abs/2212.12042 CoRR https://doi.org/10.48550/arXiv.2212.12042 db/journals/corr/corr2212.html#abs-2212-12042

Ping Wang 0016 Jizong Peng Marco Pedersoli Yuanfeng Zhou Caiming Zhang 0001 Christian Desrosiers Self-paced and self-consistent co-training for semi-supervised image segmentation. 102146 2021 73 Medical Image Anal. https://doi.org/10.1016/j.media.2021.102146 db/journals/mia/mia73.html#WangPPZZD21

Mohammed Jabi Marco Pedersoli Amar Mitiche Ismail Ben Ayed Deep Clustering: On the Link Between Discriminative Models and K-Means. 1887-1896 2021 43 IEEE Trans. Pattern Anal. Mach. Intell. 6 https://doi.org/10.1109/TPAMI.2019.2962683 https://www.wikidata.org/entity/Q92398928 db/journals/pami/pami43.html#JabiPMA21

Jérôme Rony Eric Granger Marco Pedersoli Ismail Ben Ayed Augmented Lagrangian Adversarial Attacks. 7718-7727 2021 ICCV https://doi.org/10.1109/ICCV48922.2021.00764 conf/iccv/2021 db/conf/iccv/iccv2021.html#RonyGPA21 Ping Wang 0016 Jizong Peng Marco Pedersoli Yuanfeng Zhou Caiming Zhang 0001 Christian Desrosiers Context-Aware Virtual Adversarial Training for Anatomically-Plausible Segmentation. 304-314 2021 MICCAI (1) https://doi.org/10.1007/978-3-030-87193-2_29 conf/miccai/2021-1 db/conf/miccai/miccai2021-1.html#WangPPZZD21 Jizong Peng Ping Wang 0016 Christian Desrosiers Marco Pedersoli Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels. 16686-16699 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/8b5c8441a8ff8e151b191c53c1842a38-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#PengWDP21 Saypraseuth Mounsaveng Issam H. Laradji Ismail Ben Ayed David Vázquez 0001 Marco Pedersoli Learning Data Augmentation with Online Bilevel Optimization for Image Classification. 1690-1699 2021 WACV https://doi.org/10.1109/WACV48630.2021.00173 conf/wacv/2021 db/conf/wacv/wacv2021.html#MounsavengLA0P21 Reza Azad Abdur Razzaq Fayjie Claude Kauffmann Ismail Ben Ayed Marco Pedersoli Jose Dolz On the Texture Bias for Few-Shot CNN Segmentation. 2673-2682 2021 WACV https://doi.org/10.1109/WACV48630.2021.00272 conf/wacv/2021 db/conf/wacv/wacv2021.html#AzadFKAPD21 Théo Ayral Marco Pedersoli Simon Bacon Eric Granger Temporal Stochastic Softmax for 3D CNNs: An Application in Facial Expression Recognition. 3028-3037 2021 WACV https://doi.org/10.1109/WACV48630.2021.00307 conf/wacv/2021 db/conf/wacv/wacv2021.html#AyralPBG21

Jizong Peng Marco Pedersoli Christian Desrosiers Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization. 2021 abs/2103.04813 CoRR https://arxiv.org/abs/2103.04813 db/journals/corr/corr2103.html#abs-2103-04813

Le Thanh Nguyen-Meidine Madhu Kiran Marco Pedersoli Jose Dolz Louis-Antoine Blais-Morin Eric Granger Incremental Multi-Target Domain Adaptation for Object Detection with Efficient Domain Transfer. 2021 abs/2104.06476 CoRR https://arxiv.org/abs/2104.06476 db/journals/corr/corr2104.html#abs-2104-06476

Ping Wang 0016 Jizong Peng Marco Pedersoli Yuanfeng Zhou Caiming Zhang 0001 Christian Desrosiers Context-aware virtual adversarial training for anatomically-plausible segmentation. 2021 abs/2107.05532 CoRR https://arxiv.org/abs/2107.05532 db/journals/corr/corr2107.html#abs-2107-05532

Jizong Peng Ping Wang 0016 Christian Desrosiers Marco Pedersoli Self-Paced Contrastive Learning for Semi-supervisedMedical Image Segmentation with Meta-labels. 2021 abs/2107.13741 CoRR https://arxiv.org/abs/2107.13741 db/journals/corr/corr2107.html#abs-2107-13741

Soufiane Belharbi Aydin Sarraf Marco Pedersoli Ismail Ben Ayed Luke McCaffrey Eric Granger F-CAM: Full Resolution CAM via Guided Parametric Upscaling. 2021 abs/2109.07069 CoRR https://arxiv.org/abs/2109.07069 db/journals/corr/corr2109.html#abs-2109-07069

Jizong Peng Christian Desrosiers Marco Pedersoli Diversified Multi-prototype Representation for Semi-supervised Segmentation. 2021 abs/2111.08651 CoRR https://arxiv.org/abs/2111.08651 db/journals/corr/corr2111.html#abs-2111-08651

Jizong Peng Hoel Kervadec Jose Dolz Ismail Ben Ayed Marco Pedersoli Christian Desrosiers Discretely-constrained deep network for weakly supervised segmentation. 297-308 2020 130 Neural Networks https://doi.org/10.1016/j.neunet.2020.07.011 https://www.wikidata.org/entity/Q98155507 db/journals/nn/nn130.html#PengKDAPD20

Jizong Peng Guillermo Estrada Marco Pedersoli Christian Desrosiers Deep co-training for semi-supervised image segmentation. 107269 2020 107 Pattern Recognit. https://doi.org/10.1016/j.patcog.2020.107269 db/journals/pr/pr107.html#PengEPD20

Malik Boudiaf Jérôme Rony Imtiaz Masud Ziko Eric Granger Marco Pedersoli Pablo Piantanida Ismail Ben Ayed A Unifying Mutual Information View of Metric Learning: Cross-Entropy vs. Pairwise Losses. 548-564 2020 ECCV (6) https://doi.org/10.1007/978-3-030-58539-6_33 conf/eccv/2020-6 db/conf/eccv/eccv2020-6.html#BoudiafRZGPPA20 Mirmohammad Saadati Marco Pedersoli Patrick Cardinal Peter Oliver RADARSAT-2 Synthetic-Aperture Radar Land Cover Segmentation Using Deep Convolutional Neural Networks. 106-117 2020 ICPR Workshops (8) https://doi.org/10.1007/978-3-030-68793-9_8 conf/icpr/2020w8 db/conf/icpr/icpr2020w8.html#SaadatiPCO20 Le Thanh Nguyen-Meidine Eric Granger Madhu Kiran Marco Pedersoli Louis-Antoine Blais-Morin Progressive Gradient Pruning for Classification, Detection and Domain Adaptation. 2795-2802 2020 ICPR https://doi.org/10.1109/ICPR48806.2021.9412452 conf/icpr/2020 db/conf/icpr/icpr2020.html#Nguyen-MeidineG20 Akhil Meethal Marco Pedersoli Soufiane Belharbi Eric Granger Convolutional STN for Weakly Supervised Object Localization. 10157-10164 2020 ICPR https://doi.org/10.1109/ICPR48806.2021.9412029 conf/icpr/2020 db/conf/icpr/icpr2020.html#MeethalPBG20 Jizong Peng Marco Pedersoli Christian Desrosiers Mutual information deep regularization for semi-supervised segmentation. 601-613 2020 MIDL http://proceedings.mlr.press/v121/peng20b.html conf/midl/2020 db/conf/midl/midl2020.html#PengPD20

Reza Azad Abdur Razzaq Fayjie Claude Kauffmann Ismail Ben Ayed Marco Pedersoli Jose Dolz On the Texture Bias for Few-Shot CNN Segmentation. 2020 abs/2003.04052 CoRR https://arxiv.org/abs/2003.04052 db/journals/corr/corr2003.html#abs-2003-04052

Abdur Razzaq Fayjie Reza Azad Marco Pedersoli Claude Kauffmann Ismail Ben Ayed Jose Dolz Semi-supervised few-shot learning for medical image segmentation. 2020 abs/2003.08462 CoRR https://arxiv.org/abs/2003.08462 db/journals/corr/corr2003.html#abs-2003-08462

Malik Boudiaf Jérôme Rony Imtiaz Masud Ziko Eric Granger Marco Pedersoli Pablo Piantanida Ismail Ben Ayed Metric learning: cross-entropy vs. pairwise losses. 2020 abs/2003.08983 CoRR https://arxiv.org/abs/2003.08983 db/journals/corr/corr2003.html#abs-2003-08983

Saypraseuth Mounsaveng Issam H. Laradji Ismail Ben Ayed David Vázquez 0001 Marco Pedersoli Learning Data Augmentation with Online Bilevel Optimization for Image Classification. 2020 abs/2006.14699 CoRR https://arxiv.org/abs/2006.14699 db/journals/corr/corr2006.html#abs-2006-14699

Ping Wang 0016 Jizong Peng Marco Pedersoli Yuanfeng Zhou Caiming Zhang 0001 Christian Desrosiers Self-paced and self-consistent co-training for semi-supervised image segmentation. 2020 abs/2011.00325 CoRR https://arxiv.org/abs/2011.00325 db/journals/corr/corr2011.html#abs-2011-00325

Théo Ayral Marco Pedersoli Simon Bacon Eric Granger Temporal Stochastic Softmax for 3D CNNs: An Application in Facial Expression Recognition. 2020 abs/2011.05227 CoRR https://arxiv.org/abs/2011.05227 db/journals/corr/corr2011.html#abs-2011-05227

Jérôme Rony Eric Granger Marco Pedersoli Ismail Ben Ayed Augmented Lagrangian Adversarial Attacks. 2020 abs/2011.11857 CoRR https://arxiv.org/abs/2011.11857 db/journals/corr/corr2011.html#abs-2011-11857

Sherif Abuelwafa Marco Pedersoli Mohamed Cheriet Unsupervised Exemplar-Based Learning for Improved Document Image Classification. 133738-133748 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2940884 db/journals/access/access7.html#AbuelwafaPC19

Masih Aminbeidokhti Marco Pedersoli Patrick Cardinal Eric Granger Emotion Recognition with Spatial Attention and Temporal Softmax Pooling. 323-331 2019 ICIAR (1) https://doi.org/10.1007/978-3-030-27202-9_29 conf/iciar/2019-1 db/conf/iciar/iciar2019-1.html#AminbeidokhtiPC19

Jizong Peng Guillermo Estrada Marco Pedersoli Christian Desrosiers Deep Co-Training for Semi-Supervised Image Segmentation. 2019 abs/1903.11233 CoRR http://arxiv.org/abs/1903.11233 db/journals/corr/corr1903.html#abs-1903-11233

Juan D. S. Ortega Mohammed Senoussaoui Eric Granger Marco Pedersoli Patrick Cardinal Alessandro L. Koerich Multimodal Fusion with Deep Neural Networks for Audio-Video Emotion Recognition. 2019 abs/1907.03196 CoRR http://arxiv.org/abs/1907.03196 db/journals/corr/corr1907.html#abs-1907-03196

Jizong Peng Hoel Kervadec Jose Dolz Ismail Ben Ayed Marco Pedersoli Christian Desrosiers Discretely-constrained deep network for weakly supervised segmentation. 2019 abs/1908.05770 CoRR http://arxiv.org/abs/1908.05770 db/journals/corr/corr1908.html#abs-1908-05770

Saypraseuth Mounsaveng David Vázquez 0001 Ismail Ben Ayed Marco Pedersoli Adversarial Learning of General Transformations for Data Augmentation. 2019 abs/1909.09801 CoRR http://arxiv.org/abs/1909.09801 db/journals/corr/corr1909.html#abs-1909-09801

Masih Aminbeidokhti Marco Pedersoli Patrick Cardinal Eric Granger Emotion Recognition with Spatial Attention and Temporal Softmax Pooling. 2019 abs/1910.01254 CoRR http://arxiv.org/abs/1910.01254 db/journals/corr/corr1910.html#abs-1910-01254

Jizong Peng Christian Desrosiers Marco Pedersoli Information based Deep Clustering: An experimental study. 2019 abs/1910.01665 CoRR http://arxiv.org/abs/1910.01665 db/journals/corr/corr1910.html#abs-1910-01665

Xianda Xu Marco Pedersoli A Computing Kernel for Network Binarization on PyTorch. 2019 abs/1911.04477 CoRR http://arxiv.org/abs/1911.04477 db/journals/corr/corr1911.html#abs-1911-04477

Akhil Meethal Marco Pedersoli Soufiane Belharbi Eric Granger Convolutional STN for Weakly Supervised Object Localization and Beyond. 2019 abs/1912.01522 CoRR http://arxiv.org/abs/1912.01522 db/journals/corr/corr1912.html#abs-1912-01522

Aarush Gupta Dakshit Agrawal Hardik Chauhan Jose Dolz Marco Pedersoli An Attention Model for Group-Level Emotion Recognition. 611-615 2018 ICMI https://doi.org/10.1145/3242969.3264985 conf/icmi/2018 db/conf/icmi/icmi2018.html#GuptaACDP18

Aarush Gupta Dakshit Agrawal Hardik Chauhan Jose Dolz Marco Pedersoli An Attention Model for group-level emotion recognition. 2018 abs/1807.03380 CoRR http://arxiv.org/abs/1807.03380 db/journals/corr/corr1807.html#abs-1807-03380

Mohammed Jabi Marco Pedersoli Amar Mitiche Ismail Ben Ayed Deep clustering: On the link between discriminative models and K-means. 2018 abs/1810.04246 CoRR http://arxiv.org/abs/1810.04246 db/journals/corr/corr1810.html#abs-1810-04246

Amir Ghodrati Ali Diba Marco Pedersoli Tinne Tuytelaars Luc Van Gool DeepProposals: Hunting Objects and Actions by Cascading Deep Convolutional Layers. 115-131 2017 124 Int. J. Comput. Vis. 2 https://doi.org/10.1007/s11263-017-1006-x https://www.wikidata.org/entity/Q59523051 db/journals/ijcv/ijcv124.html#GhodratiDPTG17

Marco Pedersoli Thomas Lucas 0002 Cordelia Schmid Jakob Verbeek Areas of Attention for Image Captioning. 1251-1259 2017 ICCV https://doi.org/10.1109/ICCV.2017.140 https://doi.ieeecomputersociety.org/10.1109/ICCV.2017.140 conf/iccv/2017 db/conf/iccv/iccv2017.html#PedersoliLSV17

Ahmad Chaddad Behnaz Naisiri Marco Pedersoli Eric Granger Christian Desrosiers Matthew Toews Modeling Information Flow Through Deep Neural Networks. 2017 abs/1712.00003 CoRR http://arxiv.org/abs/1712.00003 db/journals/corr/corr1712.html#abs-1712-00003

Xu Jia 0012 Amir Ghodrati Marco Pedersoli Tinne Tuytelaars Towards Automatic Image Editing: Learning to See another You. 2016 BMVC https://bmva-archive.org.uk/bmvc/2016/papers/paper101/index.html conf/bmvc/2016 db/conf/bmvc/bmvc2016.html#JiaGPT16

Amir Ghodrati Ali Diba Marco Pedersoli Tinne Tuytelaars Luc Van Gool DeepProposals: Hunting Objects and Actions by Cascading Deep Convolutional Layers. 2016 abs/1606.04702 CoRR http://arxiv.org/abs/1606.04702 db/journals/corr/corr1606.html#GhodratiDPTG16

Marco Pedersoli Thomas Lucas 0002 Cordelia Schmid Jakob Verbeek Areas of Attention for Image Captioning. 2016 abs/1612.01033 CoRR http://arxiv.org/abs/1612.01033 db/journals/corr/corr1612.html#PedersoliLSV16

Josep M. Gonfaus Marco Pedersoli Jordi Gonzàlez 0001 Andrea Vedaldi F. Xavier Roca Factorized appearances for object detection. 92-101 2015 138 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2015.04.008 db/journals/cviu/cviu138.html#GonfausPGVR15

Marco Pedersoli Radu Timofte Tinne Tuytelaars Luc Van Gool An Elastic Deformation Field Model for Object Detection and Tracking. 137-152 2015 111 Int. J. Comput. Vis. 2 https://doi.org/10.1007/s11263-014-0736-2 db/journals/ijcv/ijcv111.html#PedersoliTTG15

Iván Huerta Marco Pedersoli Jordi Gonzàlez 0001 Alberto Sanfeliu Combining where and what in change detection for unsupervised foreground learning in surveillance. 709-719 2015 48 Pattern Recognit. 3 https://doi.org/10.1016/j.patcog.2014.09.023 https://www.wikidata.org/entity/Q57724186 db/journals/pr/pr48.html#HuertaPGS15

Marco Pedersoli Andrea Vedaldi Jordi Gonzàlez 0001 F. Xavier Roca A coarse-to-fine approach for fast deformable object detection. 1844-1853 2015 48 Pattern Recognit. 5 https://doi.org/10.1016/j.patcog.2014.11.006 https://www.wikidata.org/entity/Q58050710 db/journals/pr/pr48.html#PedersoliVGR15

Hakan Bilen Marco Pedersoli Tinne Tuytelaars Weakly supervised object detection with convex clustering. 1081-1089 2015 CVPR https://doi.org/10.1109/CVPR.2015.7298711 https://doi.ieeecomputersociety.org/10.1109/CVPR.2015.7298711 conf/cvpr/2015 db/conf/cvpr/cvpr2015.html#BilenPT15 Marco Pedersoli Tinne Tuytelaars Learning Where to Position Parts in 3D. 136-144 2015 ICCV https://doi.org/10.1109/ICCV.2015.24 https://doi.ieeecomputersociety.org/10.1109/ICCV.2015.24 conf/iccv/2015 db/conf/iccv/iccv2015.html#PedersoliT15 Amir Ghodrati Ali Diba Marco Pedersoli Tinne Tuytelaars Luc Van Gool DeepProposal: Hunting Objects by Cascading Deep Convolutional Layers. 2578-2586 2015 ICCV https://doi.org/10.1109/ICCV.2015.296 https://doi.ieeecomputersociety.org/10.1109/ICCV.2015.296 conf/iccv/2015 db/conf/iccv/iccv2015.html#GhodratiDPTG15 Amir Ghodrati Xu Jia 0012 Marco Pedersoli Tinne Tuytelaars Swap Retrieval: Retrieving Images of Cats When the Query Shows a Dog. 395-402 2015 ICMR https://doi.org/10.1145/2671188.2749373 conf/mir/2015 db/conf/mir/icmr2015.html#GhodratiJPT15

Amir Ghodrati Ali Diba Marco Pedersoli Tinne Tuytelaars Luc Van Gool DeepProposal: Hunting Objects by Cascading Deep Convolutional Layers. 2015 abs/1510.04445 CoRR http://arxiv.org/abs/1510.04445 db/journals/corr/corr1510.html#GhodratiDPTG15

Amir Ghodrati Xu Jia 0012 Marco Pedersoli Tinne Tuytelaars Towards Automatic Image Editing: Learning to See another You. 2015 abs/1511.08446 CoRR http://arxiv.org/abs/1511.08446 db/journals/corr/corr1511.html#GhodratiJPT15

Marco Pedersoli Jordi Gonzàlez 0001 Xu Hu F. Xavier Roca Toward Real-Time Pedestrian Detection Based on a Deformable Template Model. 355-364 2014 15 IEEE Trans. Intell. Transp. Syst. 1 https://doi.org/10.1109/TITS.2013.2281207 db/journals/tits/tits15.html#PedersoliGHR14

Marco Pedersoli Tinne Tuytelaars A Scalable 3D HOG Model for Fast Object Detection and Viewpoint Estimation. 163-170 2014 3DV https://doi.org/10.1109/3DV.2014.82 https://doi.ieeecomputersociety.org/10.1109/3DV.2014.82 conf/3dim/2014 db/conf/3dim/3dv2014.html#PedersoliT14 Hakan Bilen Marco Pedersoli Tinne Tuytelaars Weakly Supervised Detection with Posterior Regularization. 2014 BMVC https://bmva-archive.org.uk/bmvc/2014/papers/paper024/index.html conf/bmvc/2014 db/conf/bmvc/bmvc2014.html#BilenPT14 Amir Ghodrati Marco Pedersoli Tinne Tuytelaars Is 2D Information Enough For Viewpoint Estimation?. 2014 BMVC https://bmva-archive.org.uk/bmvc/2014/papers/paper048/index.html conf/bmvc/2014 db/conf/bmvc/bmvc2014.html#GhodratiPT14 Hakan Bilen Marco Pedersoli Vinay P. Namboodiri Tinne Tuytelaars Luc Van Gool Object Classification with Adaptable Regions. 3662-3669 2014 CVPR https://doi.org/10.1109/CVPR.2014.468 https://doi.ieeecomputersociety.org/10.1109/CVPR.2014.468 conf/cvpr/2014 db/conf/cvpr/cvpr2014.html#BilenPNTG14 Marco Pedersoli Radu Timofte Tinne Tuytelaars Luc Van Gool Using a Deformation Field Model for Localizing Faces and Facial Points under Weak Supervision. 3694-3701 2014 CVPR https://doi.org/10.1109/CVPR.2014.472 https://doi.ieeecomputersociety.org/10.1109/CVPR.2014.472 conf/cvpr/2014 db/conf/cvpr/cvpr2014.html#PedersoliTTG14 Markus Mathias Rodrigo Benenson Marco Pedersoli Luc Van Gool Face Detection without Bells and Whistles. 720-735 2014 ECCV (4) https://doi.org/10.1007/978-3-319-10593-2_47 conf/eccv/2014-4 db/conf/eccv/eccv2014-4.html#MathiasBPG14 Amir Ghodrati Marco Pedersoli Tinne Tuytelaars Coupling video segmentation and action recognition. 618-625 2014 WACV https://doi.org/10.1109/WACV.2014.6836045 https://doi.ieeecomputersociety.org/10.1109/WACV.2014.6836045 conf/wacv/2014 db/conf/wacv/wacv2014.html#GhodratiPT14 Marc Castelló Jordi Gonzàlez 0001 Ariel Amato Pau Baiget Carles Fernández Josep M. Gonfaus Ramón Alberto Mollineda Cárdenas Marco Pedersoli Nicolas Pérez de la Blanca F. Xavier Roca Exploiting Multimodal Interaction Techniques for Video-Surveillance. 135-151 2013 Multimodal Interaction in Image and Video Applications https://doi.org/10.1007/978-3-642-35932-3_8 series/isrl/48 db/series/isrl/isrl48.html#CastelloGABFGCPBR13 Marco Pedersoli Hierarchical multiresolution models for fast object detection. Autonomous University of Barcelona, Spain 2012 http://hdl.handle.net/10803/286175

Marco Pedersoli Jordi Gonzàlez 0001 Andrew D. Bagdanov F. Xavier Roca Efficient discriminative multiresolution cascade for real-time human detection applications. 1581-1587 2011 32 Pattern Recognit. Lett. 13 https://doi.org/10.1016/j.patrec.2011.06.019 db/journals/prl/prl32.html#PedersoliGBR11

Marco Pedersoli Andrea Vedaldi Jordi Gonzàlez 0001 A coarse-to-fine approach for fast deformable object detection. 1353-1360 2011 CVPR https://doi.org/10.1109/CVPR.2011.5995668 https://doi.ieeecomputersociety.org/10.1109/CVPR.2011.5995668 https://www.wikidata.org/entity/Q58050737 conf/cvpr/2011 db/conf/cvpr/cvpr2011.html#PedersoliVG11 Nataliya Shapovalova Wenjuan Gong Marco Pedersoli Francesc Xavier Roca Jordi Gonzàlez 0001 On Importance of Interactions and Context in Human Action Recognition. 58-66 2011 IbPRIA https://doi.org/10.1007/978-3-642-21257-4_8 conf/ibpria/2011 db/conf/ibpria/ibpria2011.html#ShapovalovaGPRG11

Daniel Rowe Jordi Gonzàlez 0001 Marco Pedersoli Juan José Villanueva On tracking inside groups. 113-127 2010 21 Mach. Vis. Appl. 2 https://doi.org/10.1007/s00138-009-0194-y db/journals/mva/mva21.html#RoweGPV10

Marco Pedersoli Jordi Gonzàlez 0001 Andrew D. Bagdanov Juan José Villanueva Recursive Coarse-to-Fine Localization for Fast Object Detection. 280-293 2010 ECCV (6) https://doi.org/10.1007/978-3-642-15567-3_21 conf/eccv/2010-6 db/conf/eccv/eccv2010-6.html#PedersoliGBV10 Marco Pedersoli Jordi Gonzàlez 0001 Juan José Villanueva High-Speed Human Detection Using a Multiresolution Cascade of Histograms of Oriented Gradients. 48-55 2009 IbPRIA https://doi.org/10.1007/978-3-642-02172-5_8 conf/ibpria/2009 db/conf/ibpria/ibpria2009.html#PedersoliGV09 Bhaskar Chakraborty Marco Pedersoli Jordi Gonzàlez 0001 View-Invariant Human Action Detection Using Component-Wise HMM of Body Parts. 208-217 2008 AMDO https://doi.org/10.1007/978-3-540-70517-8_20 conf/amdo/2008 db/conf/amdo/amdo2008.html#ChakrabortyPG08 Marco Pedersoli Jordi Gonzàlez 0001 Bhaskar Chakraborty Juan José Villanueva Enhancing Real-Time Human Detection Based on Histograms of Oriented Gradients. 739-746 2008 Computer Recognition Systems 2 https://doi.org/10.1007/978-3-540-75175-5_91 series/asc/2008-45 db/series/asc/asc45.html#PedersoliGCV08 Amirhossein Abaskohi Sherif Abuelwafa Shubbam Agarwal Shubham Agarwal Dakshit Agrawal Ariel Amato Masih Aminbeidokhti Muhammad Haseeb AslamHaseeb Aslam Rabiul Awal Ismail Ben Ayed Théo Ayral Reza Azad Simon Bacon Andrew D. Bagdanov Pau Baiget Alice Baird Atif Belal Soufiane Belharbi Eugene Belilovsky Rodrigo Benenson Yoshua Bengio Hakan Bilen Sanket Biswas Louis-Antoine Blais-Morin Nicolas Pérez de la Blanca Noah Bolger Nicholas Botzer Malik Boudiaf François Brémond Patrick Cardinal Ivan Huerta CasadoIván Huerta Marc Castelló Ahmad Chaddad Bhaskar Chakraborty Nicolas Chapados Laurent Charlin Hardik Chauhan Mohamed Cheriet Florent Chiaroni Gustave Cortal Alan Cowen Théo Denorme Christian Desrosiers Ali Diba Jose Dolz Thomas Dubail Maximilien Dufau Krishnamurthy DvijothamKrishnamurthy Dj Dvijotham Guillermo Estrada Ali Etemad Simon Fauvel Abdur Razzaq Fayjie Aarash Feizi Carles Fernández Alain Finkel Louis Fournier Chris Gagne 0001 Spandana Gella Amir Ghodrati Natacha Gillet Josep M. Gonfaus Wenjuan Gong Jordi Gonzàlez 0001 Manuela González-González Luc Van Gool Eric Grange Eric Granger Fidel A. Guerrero-PeñaFidel Alejandro Guerrero Peña Aarush Gupta Enamul Hoque Guanyu Hu 0003 Xu Hu Sean Hughes Iñaki Inza Mohammed Jabi Mehraveh JavanMehraveh Javan Roshtkhari Xu Jia 0012 Xiangru Jian Akshay Kalkunte Claude Kauffmann Darsh Kaushik Moetez Kdayem Hoel Kervadec Sepideh Kharagani Madhu Kiran Alessandro L. KoerichAlessandro Lameiras Koerich Dimitris KolliasDimitrios Kollias Irene Kotsia Issam H. LaradjiIssam Hadj Laradji David Latortue Zichao Li Meng Lin Bang Liu 0003 José Antonio Lozano 0001 Thomas Lucas 0002 Kurt MacDonald Sathwik Tejaswi MadhusudhanSathwik Tejaswi Jens Madsen Clara Martinez Mario Martínez-García Ahmed Masry Mahsa Massoud Markus Mathias Luke McCaffrey Heitor Rapela Medeiros Akhil Meethal Djebril Mekhazni Wheidima C. MeloWheidima Carneiro de Melo Shambhavi Mishra Amar Mitiche Ramón Alberto MollinedaRamón Alberto Mollineda Cárdenas Arnab Kumar Mondal João Monteiro 0002 Saypraseuth Mounsaveng Nairouz Mrabah Srikanth Muralidharan Shakeeb Murtaza Balamurali Murugesan Adel Nabli Behnaz Naisiri Vinay P. Namboodiri Shravan Nayak Taha Mustapha Nehdi Le Thanh Nguyen-Meidine Pierre-André Noël Peter Oliver Emma Ollivier Juan D. S. Ortega Edouard Oyallon M. Tamer Özsu Christopher Joseph PalChristopher PalChris Pal Siba Smarak Panigrahi Jizong Peng Pablo Piantanida Antoine Poupon Rishav Pramanik Abhay Puri Gnana Praveen RajasekharR. Gnana Praveen Sai RajeswarSai Rajeswar Mudumba Siva Reddy Elisa Ricci 0001 Nicolas Richet Mats Leon Richter F. Xavier RocaFrancesc Xavier Roca Juan A. Rodríguez Pau Rodríguez Francisco Perdigón RomeroFrancisco Perdigon Romero Jérôme Rony Daniel Rowe Subhankar Roy Mirmohammad Saadati Gaurav Sahu Houssem Ben Salem Mohammad Reza Samsami Alberto Sanfeliu Aydin Sarraf François Savard Benoît Savary Meike Emilie Schadt Cordelia Schmid Torsten Scholak Mohammed Senoussaoui Sara Shanian Chunchang Shao Nataliya Shapovalova Masoumeh Sharafi Aly Shariff Lorenzo Sia Julio Silva-Rodríguez Srinivas Sunkara Akshay Kalkunte Suresh Perouz Taslakian Marco Terral Radu Timofte Matthew Toews Tinne Tuytelaars Panagiotis Tzirakis Nasib Ullah Saverio Vadacchino Jon Vadillo Simon Varailhon David Vázquez 0001 Andrea Vedaldi Jakob Verbeek José-Fabian Villa-Vásquez Juan José Villanueva Paul Waligora Chao Wang Ping Wang 0016 Suyuchen Wang Pascal Wichmann Xiaoqing Xie Xianda Xu Zhaozheng Yin Stefanos Zafeiriou Muhammad Osama ZeeshanOsama Zeeshan Caiming Zhang 0001 Haotian Zhang Tianyang Zhang Tianyu Zhang Ying Zhang 0033 Yuanfeng Zhou Zhongwen Zhu Imtiaz Masud Ziko