Hierarchical Variational Policies for Reward-Guided Diffusion.

Farrin Marouf Sofian

Kushagra Pandey Farrin Marouf Sofian Jan Niklas Groeneveld Felix Draxler Stephan Mandt Hierarchical Variational Policies for Reward-Guided Diffusion. 2026 May abs/2605.21661 CoRR https://doi.org/10.48550/arXiv.2605.21661 db/journals/corr/corr2605.html#abs-2605-21661 streams/journals/corr

Kushagra Pandey Farrin Marouf Sofian Felix Draxler Theofanis Karaletsos Stephan Mandt Variational Control for Guidance in Diffusion Models. 2025 ICML https://proceedings.mlr.press/v267/pandey25a.html https://openreview.net/forum?id=Z0ffRRtOim conf/icml/2025 db/conf/icml/icml2025.html#PandeySDKM25

Kushagra Pandey Farrin Marouf Sofian Felix Draxler Theofanis Karaletsos Stephan Mandt Variational Control for Guidance in Diffusion Models. 2025 February abs/2502.03686 CoRR https://doi.org/10.48550/arXiv.2502.03686 db/journals/corr/corr2502.html#abs-2502-03686 streams/journals/corr

Prakhar Srivastava 0003 Farrin Marouf Sofian Francesco Immorlano Kushagra Pandey Stephan Mandt Control-Augmented Autoregressive Diffusion for Data Assimilation. 2025 October abs/2510.06637 CoRR https://doi.org/10.48550/arXiv.2510.06637 db/journals/corr/corr2510.html#abs-2510-06637 streams/journals/corr

Felix Draxler Justus C. Will Farrin Marouf Sofian Theofanis Karaletsos Sameer Singh Stephan Mandt Parallel Token Prediction for Language Models. 2025 December abs/2512.21323 CoRR https://doi.org/10.48550/arXiv.2512.21323 db/journals/corr/corr2512.html#abs-2512-21323 streams/journals/corr

Burak Can Biner Farrin Marouf Sofian Umur Berkay Karakas Duygu Ceylan Erkut Erdem Aykut Erdem SonicDiffusion: Audio-Driven Image Generation and Editing with Pretrained Diffusion Models. 2024 abs/2405.00878 CoRR https://doi.org/10.48550/arXiv.2405.00878 db/journals/corr/corr2405.html#abs-2405-00878

Atakan Kara 0003 Farrin Marouf Sofian Andrew Bond Gözde Gül Sahin GECTurk: Grammatical Error Correction and Detection Dataset for Turkish. 278-290 2023 IJCNLP (Findings) https://doi.org/10.18653/v1/2023.findings-ijcnlp.26 https://aclanthology.org/2023.findings-ijcnlp.26 conf/ijcnlp/2023f db/conf/ijcnlp/ijcnlp2023f.html#KaraSBS23

Atakan Kara 0003 Farrin Marouf Sofian Andrew Bond Gözde Gül Sahin GECTurk: Grammatical Error Correction and Detection Dataset for Turkish. 2023 abs/2309.11346 CoRR https://doi.org/10.48550/arXiv.2309.11346 db/journals/corr/corr2309.html#abs-2309-11346

Burak Can Biner Andrew Bond Duygu Ceylan Felix Draxler Aykut Erdem Erkut Erdem Jan Niklas Groeneveld Francesco Immorlano Atakan Kara 0003 Umur Berkay Karakas Theofanis Karaletsos Stephan Mandt Kushagra Pandey Gözde Gül Sahin Sameer Singh Prakhar Srivastava 0003 Justus C. Will