Imitating Language via Scalable Inverse Reinforcement Learning.

Guillaume Desjardins Markus Wulfmeier Michael Bloesch Nino Vieillard Arun Ahuja Jörg Bornschein Sandy H. Huang Artem Sokolov Matt Barnes 0001 Guillaume Desjardins Alex Bewley Sarah Bechtle Jost Tobias Springenberg Nikola Momchev Olivier Bachem Matthieu Geist Martin A. Riedmiller Imitating Language via Scalable Inverse Reinforcement Learning. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/a5036c166e44b731f214f41813364d01-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#WulfmeierBVABHS24

Soham De Samuel L. Smith Anushan Fernando Aleksandar Botev George-Cristian Muraru Albert Gu Ruba Haroun Leonard Berrada Yutian Chen 0001 Srivatsan Srinivasan Guillaume Desjardins Arnaud Doucet David Budden Yee Whye Teh Razvan Pascanu Nando de Freitas Caglar Gulcehre Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models. 2024 abs/2402.19427 CoRR https://doi.org/10.48550/arXiv.2402.19427 https://www.wikidata.org/entity/Q126708619 db/journals/corr/corr2402.html#abs-2402-19427

Aleksandar Botev Soham De Samuel L. Smith Anushan Fernando George-Cristian Muraru Ruba Haroun Leonard Berrada Razvan Pascanu Pier Giuseppe Sessa Robert Dadashi Léonard Hussenot Johan Ferret Sertan Girgin Olivier Bachem Alek Andreev Kathleen Kenealy Thomas Mesnard Cassidy Hardin Surya Bhupatiraju Shreya Pathak Laurent Sifre Morgane Rivière Mihir Sanjay Kale Juliette Love Pouya Tafti Armand Joulin Noah Fiedel Evan Senter Yutian Chen 0001 Srivatsan Srinivasan Guillaume Desjardins David Budden Arnaud Doucet Sharad Vikram Adam Paszke Trevor Gale Sebastian Borgeaud Charlie Chen Andy Brock Antonia Paterson Jenny Brennan Meg Risdal Raj Gundluru Nesh Devanathan Paul Mooney Nilay Chauhan Phil Culliton Luiz Gustavo Martins Elisa Bandy David Huntsperger Glenn Cameron Arthur Zucker Tris Warkentin Ludovic Peran Minh Giang Zoubin Ghahramani Clément Farabet Koray Kavukcuoglu Demis Hassabis Raia Hadsell Yee Whye Teh Nando de Frietas RecurrentGemma: Moving Past Transformers for Efficient Open Language Models. 2024 abs/2404.07839 CoRR https://doi.org/10.48550/arXiv.2404.07839 db/journals/corr/corr2404.html#abs-2404-07839

Markus Wulfmeier Michael Bloesch Nino Vieillard Arun Ahuja Jörg Bornschein Sandy H. Huang Artem Sokolov Matt Barnes 0001 Guillaume Desjardins Alex Bewley Sarah Maria Elisabeth Bechtle Jost Tobias Springenberg Nikola Momchev Olivier Bachem Matthieu Geist Martin A. Riedmiller Imitating Language via Scalable Inverse Reinforcement Learning. 2024 abs/2409.01369 CoRR https://doi.org/10.48550/arXiv.2409.01369 db/journals/corr/corr2409.html#abs-2409-01369 streams/journals/corr

Louise Sauvé Patrick Plante Gustavo Adolfo Angulo Mendoza Caroline Brassard Guillaume Desjardins Developing the Digital Literacy of People with Cognitive Limitations in the Workplace. 143 2023 March 4 SN Comput. Sci. 2 https://doi.org/10.1007/s42979-022-01585-0 db/journals/sncs/sncs4.html#SauvePMBD23

Hadar Schreiber Galler Tom Zahavy Guillaume Desjardins Alon Cohen APART: Diverse Skill Discovery using All Pairs with Ascending Reward and DropouT. 2023 abs/2308.12649 CoRR https://doi.org/10.48550/arXiv.2308.12649 db/journals/corr/corr2308.html#abs-2308-12649

Dhruva Tirumala Alexandre Galashov Hyeonwoo Noh Leonard Hasenclever Razvan Pascanu Jonathan Schwarz Guillaume Desjardins Wojciech Marian Czarnecki Arun Ahuja Yee Whye Teh Nicolas Heess Behavior Priors for Efficient Reinforcement Learning. 221:1-221:68 2022 23 J. Mach. Learn. Res. https://jmlr.org/papers/v23/20-1038.html db/journals/jmlr/jmlr23.html#TirumalaGNHPSDC22

Louise Sauvé Patrick Plante Gustavo Adolfo Angulo Mendoza Caroline Brassard Guillaume Desjardins Using Inclusive Design for People with Cognitive Limitations to Develop Online Training in the Workplace. 49-57 2022 CSEDU (1) https://doi.org/10.5220/0010977900003182 conf/csedu/2022-1 db/conf/csedu/csedu2022-1.html#SauvePMBD22 Louise Sauvé Cathia Papi Serge Gérin-Lajoie Guillaume Desjardins Associations of Student Characteristics and Course Organization Factors with Dropping out of University Distance and Online Learning. 467-474 2021 CSEDU (1) https://doi.org/10.5220/0010442304670474 conf/csedu/2021-1 db/conf/csedu/csedu2021-1.html#SauvePGD21 Steven Hansen 0001 Guillaume Desjardins Kate Baumli David Warde-Farley Nicolas Heess Simon Osindero Volodymyr Mnih Entropic Desired Dynamics for Intrinsic Control. 11436-11448 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/5f7f02b7e4ade23430f345f954c938c1-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#HansenDBWHOM21 Tom Zahavy Brendan O'Donoghue Guillaume Desjardins Satinder Singh 0001 Reward is enough for convex MDPs. 25746-25759 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/d7e4cdde82a894b8f633e6d61a01ef15-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#ZahavyODS21

Tom Zahavy Brendan O'Donoghue Guillaume Desjardins Satinder Singh 0001 Reward is enough for convex MDPs. 2021 abs/2106.00661 CoRR https://arxiv.org/abs/2106.00661 db/journals/corr/corr2106.html#abs-2106-00661

James Martens Andy Ballard Guillaume Desjardins Grzegorz Swirszcz Valentin Dalibard Jascha Sohl-Dickstein Samuel S. Schoenholz Rapid training of deep neural networks without skip connections or normalization layers using Deep Kernel Shaping. 2021 abs/2110.01765 CoRR https://arxiv.org/abs/2110.01765 db/journals/corr/corr2110.html#abs-2110-01765

Alexandre Galashov Jakub Sygnowski Guillaume Desjardins Jan Humplik Leonard Hasenclever Rae Jeong Yee Whye Teh Nicolas Heess Importance Weighted Policy Learning and Adaption. 2020 abs/2009.04875 CoRR https://arxiv.org/abs/2009.04875 db/journals/corr/corr2009.html#abs-2009-04875

Dhruva Tirumala Alexandre Galashov Hyeonwoo Noh Leonard Hasenclever Razvan Pascanu Jonathan Schwarz Guillaume Desjardins Wojciech Marian Czarnecki Arun Ahuja Yee Whye Teh Nicolas Heess Behavior Priors for Efficient Reinforcement Learning. 2020 abs/2010.14274 CoRR https://arxiv.org/abs/2010.14274 db/journals/corr/corr2010.html#abs-2010-14274

Alexandre Galashov Siddhant M. Jayakumar Leonard Hasenclever Dhruva Tirumala Jonathan Schwarz Guillaume Desjardins Wojciech M. Czarnecki Yee Whye Teh Razvan Pascanu Nicolas Heess Information asymmetry in KL-regularized RL. 2019 ICLR (Poster) https://openreview.net/forum?id=S1lqMn05Ym conf/iclr/2019 db/conf/iclr/iclr2019.html#GalashovJHTSDCT19 Louise Sauvé Nicole Racette Cathia Papi Serge Gérin-Lajoie Guillaume Desjardins Sophie Marineau Self-regulation Strategies of Students Enrolled in a Distance and Online University Education Program. 165-176 2019 ICWL https://doi.org/10.1007/978-3-030-35758-0_16 conf/icwl/2019 db/conf/icwl/icwl2019.html#SauveRPGDM19

Alexandre Galashov Siddhant M. Jayakumar Leonard Hasenclever Dhruva Tirumala Jonathan Schwarz Guillaume Desjardins Wojciech M. Czarnecki Yee Whye Teh Razvan Pascanu Nicolas Heess Information asymmetry in KL-regularized RL. 2019 abs/1905.01240 CoRR http://arxiv.org/abs/1905.01240 db/journals/corr/corr1905.html#abs-1905-01240

Christopher P. Burgess Irina Higgins Arka Pal Loïc Matthey Nick Watters Guillaume Desjardins Alexander Lerchner Understanding disentangling in β-VAE. 2018 abs/1804.03599 CoRR http://arxiv.org/abs/1804.03599 db/journals/corr/corr1804.html#abs-1804-03599

Andrei A. Rusu Sergio Gomez Colmenarejo Çaglar Gülçehre Guillaume Desjardins James Kirkpatrick Razvan Pascanu Volodymyr Mnih Koray Kavukcuoglu Raia Hadsell Policy Distillation. 2016 conf/iclr/2016 ICLR (Poster) http://arxiv.org/abs/1511.06295 db/conf/iclr/iclr2016.html#RusuCGDKPMKH15

Rami Al-Rfou Guillaume Alain Amjad Almahairi Christof Angermüller Dzmitry Bahdanau Nicolas Ballas Frédéric Bastien Justin Bayer Anatoly Belikov Alexander Belopolsky Yoshua Bengio Arnaud Bergeron James Bergstra Valentin Bisson Josh Bleecher Snyder Nicolas Bouchard Nicolas Boulanger-Lewandowski Xavier Bouthillier Alexandre de Brébisson Olivier Breuleux Pierre Luc Carrier Kyunghyun Cho Jan Chorowski Paul F. Christiano Tim Cooijmans Marc-Alexandre Côté Myriam Côté Aaron C. Courville Yann N. Dauphin Olivier Delalleau Julien Demouth Guillaume Desjardins Sander Dieleman Laurent Dinh Melanie Ducoffe Vincent Dumoulin Samira Ebrahimi Kahou Dumitru Erhan Ziye Fan Orhan Firat Mathieu Germain Xavier Glorot Ian J. Goodfellow Matthew Graham Çaglar Gülçehre Philippe Hamel Iban Harlouchet Jean-Philippe Heng Balázs Hidasi Sina Honari Arjun Jain Sébastien Jean Kai Jia Mikhail Korobov Vivek Kulkarni Alex Lamb Pascal Lamblin Eric Larsen César Laurent Sean Lee Simon Lefrançois Simon Lemieux Nicholas Léonard Zhouhan Lin Jesse A. Livezey Cory Lorenz Jeremiah Lowin Qianli Ma Pierre-Antoine Manzagol Olivier Mastropietro Robert McGibbon Roland Memisevic Bart van Merriënboer Vincent Michalski Mehdi Mirza Alberto Orlandi Christopher Joseph Pal Razvan Pascanu Mohammad Pezeshki Colin Raffel Daniel Renshaw Matthew Rocklin Adriana Romero Markus Roth Peter Sadowski John Salvatier François Savard Jan Schlüter John Schulman Gabriel Schwartz Iulian Vlad Serban Dmitriy Serdyuk Samira Shabanian Étienne Simon Sigurd Spieckermann S. Ramana Subramanyam Jakub Sygnowski Jérémie Tanguay Gijs van Tulder Joseph P. Turian Sebastian Urban Pascal Vincent Francesco Visin Harm de Vries David Warde-Farley Dustin J. Webb Matthew Willson Kelvin Xu Lijun Xue Li Yao Saizheng Zhang Ying Zhang 0033 Theano: A Python framework for fast computation of mathematical expressions. 2016 abs/1605.02688 CoRR http://arxiv.org/abs/1605.02688 db/journals/corr/corr1605.html#Al-RfouAAa16

Andrei A. Rusu Neil C. Rabinowitz Guillaume Desjardins Hubert Soyer James Kirkpatrick Koray Kavukcuoglu Razvan Pascanu Raia Hadsell Progressive Neural Networks. 2016 abs/1606.04671 CoRR http://arxiv.org/abs/1606.04671 db/journals/corr/corr1606.html#RusuRDSKKPH16

James Kirkpatrick Razvan Pascanu Neil C. Rabinowitz Joel Veness Guillaume Desjardins Andrei A. Rusu Kieran Milan John Quan Tiago Ramalho Agnieszka Grabska-Barwinska Demis Hassabis Claudia Clopath Dharshan Kumaran Raia Hadsell Overcoming catastrophic forgetting in neural networks. 2016 abs/1612.00796 CoRR http://arxiv.org/abs/1612.00796 db/journals/corr/corr1612.html#KirkpatrickPRVD16

Joel Veness Marc G. Bellemare Marcus Hutter Alvin Chua Guillaume Desjardins Compress and Control. 3016-3023 2015 AAAI https://doi.org/10.1609/aaai.v29i1.9600 conf/aaai/2015 db/conf/aaai/aaai2015.html#VenessBHCD15 Guillaume Desjardins Karen Simonyan Razvan Pascanu Koray Kavukcuoglu Natural Neural Networks. 2071-2079 2015 NIPS https://proceedings.neurips.cc/paper/2015/hash/2de5d16682c3c35007e4e92982f1a2ba-Abstract.html http://papers.nips.cc/paper/5953-natural-neural-networks conf/nips/2015 db/conf/nips/nips2015.html#DesjardinsSPK15

Guillaume Desjardins Karen Simonyan Razvan Pascanu Koray Kavukcuoglu Natural Neural Networks. 2015 abs/1507.00210 CoRR http://arxiv.org/abs/1507.00210 db/journals/corr/corr1507.html#DesjardinsSPK15

Aaron C. Courville Guillaume Desjardins James Bergstra Yoshua Bengio The Spike-and-Slab RBM and Extensions to Discrete and Sparse Data Distributions. 1874-1887 2014 36 IEEE Trans. Pattern Anal. Mach. Intell. 9 https://doi.org/10.1109/TPAMI.2013.238 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2013.238 https://www.wikidata.org/entity/Q30992323 db/journals/pami/pami36.html#CourvilleDBB14

Guillaume Desjardins Heng Luo Aaron C. Courville Yoshua Bengio Deep Tempering. 2014 abs/1410.0123 CoRR http://arxiv.org/abs/1410.0123 db/journals/corr/corr1410.html#DesjardinsLCB14

Joel Veness Marc G. Bellemare Marcus Hutter Alvin Chua Guillaume Desjardins Compress and Control. 2014 abs/1411.5326 CoRR http://arxiv.org/abs/1411.5326 db/journals/corr/corr1411.html#VenessBHCD14

Samira Ebrahimi Kahou Christopher J. Pal Xavier Bouthillier Pierre Froumenty Çaglar Gülçehre Roland Memisevic Pascal Vincent Aaron C. Courville Yoshua Bengio Raul Chandias Ferrari Mehdi Mirza Sébastien Jean Pierre Luc Carrier Yann N. Dauphin Nicolas Boulanger-Lewandowski Abhishek Aggarwal Jeremie Zumer Pascal Lamblin Jean-Philippe Raymond Guillaume Desjardins Razvan Pascanu David Warde-Farley Atousa Torabi Arjun Sharma Emmanuel Bengio Kishore Reddy Konda Zhenzhou Wu Combining modality specific deep neural networks for emotion recognition in video. 543-550 2013 ICMI https://doi.org/10.1145/2522848.2531745 conf/icmi/2013 db/conf/icmi/icmi2013.html#KanouPBFGMVCBFMJCDBAZLRDPWTSBKW13 Guillaume Desjardins Razvan Pascanu Aaron C. Courville Yoshua Bengio Metric-Free Natural Gradient for Joint-Training of Boltzmann Machines http://arxiv.org/abs/1301.3545 2013 conf/iclr/2013 ICLR (Poster) db/conf/iclr/iclr2013.html#abs-1301-3545 Grégoire Mesnil Yann N. Dauphin Xavier Glorot Salah Rifai Yoshua Bengio Ian J. Goodfellow Erick Lavoie Xavier Muller Guillaume Desjardins David Warde-Farley Pascal Vincent Aaron C. Courville James Bergstra Unsupervised and Transfer Learning Challenge: a Deep Learning Approach. 97-110 ICML Unsupervised and Transfer Learning conf/icml/2011utl 2012 http://proceedings.mlr.press/v27/mesnil12a.html db/journals/jmlr/jmlrp27.html#MesnilDGRBGLMDWVCB12

Guillaume Desjardins Aaron C. Courville Yoshua Bengio On Training Deep Boltzmann Machines http://arxiv.org/abs/1203.4416 2012 CoRR abs/1203.4416 db/journals/corr/corr1203.html#abs-1203-4416

Guillaume Desjardins Aaron C. Courville Yoshua Bengio Disentangling Factors of Variation via Generative Entangling http://arxiv.org/abs/1210.5474 2012 CoRR abs/1210.5474 db/journals/corr/corr1210.html#abs-1210-5474

Guillaume Desjardins Aaron C. Courville Yoshua Bengio On Tracking The Partition Function. 2501-2509 2011 NIPS https://proceedings.neurips.cc/paper/2011/hash/861dc9bd7f4e7dd3cccd534d0ae2a2e9-Abstract.html http://papers.nips.cc/paper/4351-on-tracking-the-partition-function conf/nips/2011 db/conf/nips/nips2011.html#DesjardinsCB11 James Bergstra Olivier Breuleux Frédéric Bastien Pascal Lamblin Razvan Pascanu Guillaume Desjardins Joseph P. Turian David Warde-Farley Yoshua Bengio Theano: A CPU and GPU Math Compiler in Python. 18-24 2010 SciPy https://doi.org/10.25080/Majora-92bf1922-003 conf/scipy/2010 db/conf/scipy/scipy2010.html#BergstraBBLPDTWB10 Guillaume Desjardins Aaron C. Courville Yoshua Bengio Pascal Vincent Olivier Delalleau Tempered Markov Chain Monte Carlo for training of Restricted Boltzmann Machines. 145-152 AISTATS 2010 conf/aistats/2010 http://proceedings.mlr.press/v9/desjardins10a.html db/journals/jmlr/jmlrp9.html#DesjardinsCBVD10

Guillaume Desjardins Aaron C. Courville Yoshua Bengio Adaptive Parallel Tempering for Stochastic Maximum Likelihood Learning of RBMs http://arxiv.org/abs/1012.3476 2010 CoRR abs/1012.3476 db/journals/corr/corr1012.html#abs-1012-3476

François Maillet Douglas Eck Guillaume Desjardins Paul Lamere Steerable Playlist Generation by Learning Song Similarity from Radio Station Playlists. 345-350 2009 ISMIR http://ismir2009.ismir.net/proceedings/OS4-2.pdf conf/ismir/2009 db/conf/ismir/ismir2009.html#MailletEDL09 Abhishek Aggarwal Arun Ahuja Rami Al-Rfou Guillaume Alain Amjad Almahairi Alek Andreev Christof Angermüller Olivier Bachem Dzmitry Bahdanau Andrew J. BallardAndy Ballard Nicolas Ballas Elisa Bandy Matt Barnes 0001 Frédéric Bastien Kate Baumli Justin Bayer Sarah BechtleSarah Maria Elisabeth Bechtle Anatoly Belikov Marc G. Bellemare Alexander Belopolsky Emmanuel Bengio Yoshua Bengio Arnaud Bergeron James Bergstra Leonard Berrada Alex Bewley Surya Bhupatiraju Valentin Bisson Michael Bloesch Sebastian Borgeaud Jörg Bornschein Aleksandar Botev Nicolas Bouchard Nicolas Boulanger-Lewandowski Xavier Bouthillier Caroline Brassard Alexandre de Brébisson Jenny Brennan Olivier Breuleux Andrew BrockAndy Brock David Budden Chris Burgess 0001Christopher P. Burgess Glenn Cameron Pierre Luc Carrier Nilay Chauhan Charlie Chen Yutian Chen 0001 Kyunghyun Cho Jan Chorowski Paul F. Christiano Alvin Chua Claudia Clopath Alon Cohen Sergio Gomez Colmenarejo Tim Cooijmans Marc-Alexandre Côté Myriam Côté Aaron C. Courville Phil Culliton Wojciech Czarnecki 0001Wojciech M. CzarneckiWojciech Marian Czarnecki Robert Dadashi Valentin Dalibard Yann N. Dauphin Soham De Olivier Delalleau Julien Demouth Nesh Devanathan Sander Dieleman Laurent Dinh Arnaud Doucet Mélanie DucoffeMelanie Ducoffe Vincent Dumoulin Douglas Eck Dumitru Erhan Ziye Fan Clément Farabet Anushan Fernando Raul Chandias Ferrari Johan Ferret Noah Fiedel Orhan Firat Nando de Freitas Nando de Frietas Pierre Froumenty Alexandre Galashov Trevor Gale Hadar Schreiber Galler Matthieu Geist Serge Gérin-Lajoie Mathieu Germain Zoubin Ghahramani Minh Giang Sertan Girgin Xavier Glorot Ian J. Goodfellow Agnieszka Grabska-Barwinska Matthew Graham Albert Gu Caglar GulcehreÇaglar Gülçehre Raj Gundluru Raia Hadsell Philippe Hamel Steven Hansen 0001 Cassidy Hardin Iban Harlouchet Ruba Haroun Leonard Hasenclever Demis Hassabis Nicolas Heess Jean-Philippe Heng Balázs Hidasi Irina Higgins Sina Honari Sandy H. Huang Jan Humplik David Huntsperger Léonard Hussenot Marcus Hutter Arjun Jain Siddhant M. Jayakumar Sébastien Jean Rae Jeong Kai Jia Armand Joulin Samira Ebrahimi Kahou Mihir Sanjay Kale Koray Kavukcuoglu Kathleen Kenealy James Kirkpatrick Kishore Reddy Konda Mikhail Korobov Vivek Kulkarni Dharshan Kumaran Alex Lamb Pascal Lamblin Paul Lamere Eric Larsen César Laurent Erick Lavoie Sean Lee Simon Lefrançois Simon Lemieux Nicholas Léonard Alexander Lerchner Zhouhan Lin Jesse A. Livezey Cory Lorenz Juliette Love Jeremiah Lowin Heng Luo Qianli Ma François Maillet Pierre-Antoine Manzagol Sophie Marineau James Martens Luiz Gustavo Martins Olivier Mastropietro Loïc Matthey Robert McGibbon Roland Memisevic Gustavo Adolfo Angulo Mendoza Bart van MerrienboerBart van Merriënboer Thomas Mesnard Grégoire Mesnil Vincent Michalski Kieran Milan Mehdi Mirza Volodymyr Mnih Nikola Momchev Paul Mooney Xavier Muller George-Cristian Muraru Hyeonwoo Noh Brendan O'Donoghue Alberto Orlandi Simon Osindero Arka Pal Christopher Joseph PalChristopher J. Pal Cathia Papi Razvan Pascanu Adam Paszke Antonia Paterson Shreya Pathak Ludovic Peran Mohammad Pezeshki Patrick Plante John Quan Neil C. Rabinowitz Nicole Racette Colin Raffel Tiago Ramalho Jean-Philippe Raymond Daniel Renshaw Martin A. Riedmiller Salah Rifai Megan RisdalMeg Risdal Morgane Rivière Matthew Rocklin Adriana Romero Markus Roth Andrei A. Rusu Peter J. SadowskiPeter Sadowski John Salvatier Louise Sauvé François Savard Jan Schlüter Samuel S. Schoenholz John Schulman Gabriel Schwartz Jonathan Schwarz Evan Senter Iulian SerbanIulian Vlad Serban Dmitriy Serdyuk Pier Giuseppe Sessa Samira Shabanian Arjun Sharma Laurent Sifre Étienne Simon Karen Simonyan Satinder Singh 0001 Samuel L. Smith Josh Bleecher Snyder Jascha Sohl-Dickstein Artem Sokolov Hubert Soyer Sigurd Spieckermann Jost Tobias Springenberg Srivatsan Srinivasan S. Ramana Subramanyam Grzegorz Swirszcz Jakub Sygnowski Pouya Tafti Jérémie Tanguay Yee Whye Teh Dhruva Tirumala Atousa Torabi Gijs van Tulder Joseph P. Turian Sebastian Urban Joel Veness Nino Vieillard Sharad Vikram Pascal Vincent Francesco Visin Harm de Vries David Warde-Farley Tris Warkentin Nicholas WattersNick Watters Dustin J. Webb Matthew Willson Zhenzhou Wu Markus Wulfmeier Kelvin Xu Lijun Xue Li Yao Tom Zahavy Saizheng Zhang Ying Zhang 0033 Arthur Zucker Jeremie Zumer