Reyhane Askari Hemmat

24 papers A* 2A 1Journal 20Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Inference-time Physics Alignment of Video Generative Models with Latent World Models.
CoRR
Jianhao Yuan, Xiaofeng Zhang, Felix Friedrich, Nicolas Beltran-Velez, Melissa Hall, Reyhane Askari Hemmat, Xiaochuang Han, Nicolas Ballas, Michal Drozdzal, Adriana Romero-Soriano
2026 J jnl
Unified Text-Image Generation with Weakness-Targeted Post-Training.
CoRR
Jiahui Chen, Philippe Hansen-Estruch, Xiaochuang Han, Yushi Hu, Emily Dinan, Amita Kamath, Michal Drozdzal, Reyhane Askari Hemmat, Luke Zettlemoyer, Marjan Ghazvininejad
2025 J jnl
Improving the Physics of Video Generation with VJEPA-2 Reward Signal.
CoRR
Jianhao Yuan, Xiaofeng Zhang, Felix Friedrich, Nicolas Beltran-Velez, Melissa Hall, Reyhane Askari Hemmat, Xiaochuang Han, Nicolas Ballas, Michal Drozdzal, Adriana Romero-Soriano
2025 A* conf
Improving the Scaling Laws of Synthetic Data with Deliberate Practice.
ICML
Reyhane Askari Hemmat, Mohammad Pezeshki, Elvis Dohmatob, Florian Bordes, Pietro Astolfi, Melissa Hall, Jakob Verbeek, Michal Drozdzal, Adriana Romero-Soriano
2025 J jnl
Improving the Scaling Laws of Synthetic Data with Deliberate Practice.
CoRR
Reyhane Askari Hemmat, Mohammad Pezeshki, Elvis Dohmatob, Florian Bordes, Pietro Astolfi, Melissa Hall, Jakob Verbeek, Michal Drozdzal, Adriana Romero-Soriano
2025 J jnl
Increasing the Utility of Synthetic Images through Chamfer Guidance.
CoRR
Nicola Dall'Asen, Xiaofeng Zhang, Reyhane Askari Hemmat, Melissa Hall, Jakob Verbeek, Adriana Romero-Soriano, Michal Drozdzal
2025 J jnl
Multi-Modal Language Models as Text-to-Image Model Evaluators.
CoRR
Jiahui Chen, Candace Ross, Reyhane Askari Hemmat, Koustuv Sinha, Melissa Hall, Michal Drozdzal, Adriana Romero-Soriano
2025 J jnl
Multimodal RewardBench 2: Evaluating Omni Reward Models for Interleaved Text and Image.
CoRR
Yushi Hu, Reyhane Askari Hemmat, Melissa Hall, Emily Dinan, Luke Zettlemoyer, Marjan Ghazvininejad
2025 J jnl
Why Less is More (Sometimes): A Theory of Data Curation.
CoRR
Elvis Dohmatob, Mohammad Pezeshki, Reyhane Askari Hemmat
2024 J jnl
An Introduction to Vision-Language Modeling.
CoRR
Florian Bordes, Richard Yuanzhe Pang, Anurag Ajay, Alexander C. Li, Adrien Bardes, Suzanne Petryk, Oscar Mañas, Zhiqiu Lin, Anas Mahmoud, Bargav Jayaraman, Mark Ibrahim, Melissa Hall, Yunyang Xiong, Jonathan Lebensold, Candace Ross, Srihari Jayakumar, Chuan Guo, Diane Bouchacourt, Haider Al-Tahan, Karthik Padthe, Vasu Sharma, Hu Xu, Xiaoqing Ellen Tan, Megan Richards, Samuel Lavoie, Pietro Astolfi, Reyhane Askari Hemmat, Jun Chen, Kushal Tirumala, Rim Assouel, Mazda Moayeri, Arjang Talattof, Kamalika Chaudhuri, Zechun Liu, Xilun Chen, Quentin Garrido, Karen Ullrich, Aishwarya Agrawal, Kate Saenko, Asli Celikyilmaz, Vikas Chandra
2024 J jnl
EvalGIM: A Library for Evaluating Generative Image Models.
CoRR
Melissa Hall, Oscar Mañas, Reyhane Askari Hemmat, Mark Ibrahim, Candace Ross, Pietro Astolfi, Tariq Berrada Ifriqi, Marton Havasi, Yohann Benchetrit, Karen Ullrich, Carolina Braga, Abhishek Charnalia, Maeve Ryan, Mike Rabbat, Michal Drozdzal, Jakob Verbeek, Adriana Romero-Soriano
2024 J jnl
Feedback-guided Data Synthesis for Imbalanced Classification.
Trans. Mach. Learn. Res.
Reyhane Askari Hemmat, Mohammad Pezeshki, Florian Bordes, Michal Drozdzal, Adriana Romero-Soriano
2024 — conf
Improving Geo-Diversity of Generated Images with Contextualized Vendi Score Guidance.
ECCV (87)
Reyhane Askari Hemmat, Melissa Hall, Alicia Sun, Candace Ross, Michal Drozdzal, Adriana Romero-Soriano
2024 J jnl
Improving Geo-diversity of Generated Images with Contextualized Vendi Score Guidance.
CoRR
Reyhane Askari Hemmat, Melissa Hall, Alicia Sun, Candace Ross, Michal Drozdzal, Adriana Romero-Soriano
2024 J jnl
On Improved Conditioning Mechanisms and Pre-training Strategies for Diffusion Models.
CoRR
Tariq Berrada, Pietro Astolfi, Melissa Hall, Reyhane Askari Hemmat, Yohann Benchetrit, Marton Havasi, Matthew J. Muckley, Karteek Alahari, Adriana Romero-Soriano, Jakob Verbeek, Michal Drozdzal
2024 A* conf
On improved Conditioning Mechanisms and Pre-training Strategies for Diffusion Models.
NeurIPS
Tariq Berrada Ifriqi, Pietro Astolfi, Melissa Hall, Reyhane Askari Hemmat, Yohann Benchetrit, Marton Havasi, Matthew J. Muckley, Karteek Alahari, Adriana Romero-Soriano, Jakob Verbeek, Michal Drozdzal
2024 J jnl
QGen: On the Ability to Generalize in Quantization Aware Training.
CoRR
MohammadHossein AskariHemmat, Ahmadreza Jeddi, Reyhane Askari Hemmat, Ivan Lazarevich, Alexander Hoffman, Sudhakar Sah, Ehsan Saboori, Yvon Savaria, Jean-Pierre David
2023 J jnl
Feedback-guided Data Synthesis for Imbalanced Classification.
CoRR
Reyhane Askari Hemmat, Mohammad Pezeshki, Florian Bordes, Michal Drozdzal, Adriana Romero-Soriano
2023 J jnl
LEAD: Min-Max Optimization from a Physical Perspective.
Trans. Mach. Learn. Res.
Reyhane Askari Hemmat, Amartya Mitra, Guillaume Lajoie, Ioannis Mitliagkas
2022 J jnl
QReg: On Regularization Effects of Quantization.
CoRR
MohammadHossein AskariHemmat, Reyhane Askari Hemmat, Alexander Hoffman, Ivan Lazarevich, Ehsan Saboori, Olivier Mastropietro, Yvon Savaria, Jean-Pierre David
2020 J jnl
LEAD: Least-Action Dynamics for Min-Max Optimization.
CoRR
Reyhane Askari Hemmat, Amartya Mitra, Guillaume Lajoie, Ioannis Mitliagkas
2019 A conf
Negative Momentum for Improved Game Dynamics.
AISTATS
Gauthier Gidel, Reyhane Askari Hemmat, Mohammad Pezeshki, Rémi Le Priol, Gabriel Huang, Simon Lacoste-Julien, Ioannis Mitliagkas
2018 J jnl
Negative Momentum for Improved Game Dynamics.
CoRR
Gauthier Gidel, Reyhane Askari Hemmat, Mohammad Pezeshki, Gabriel Huang, Rémi Le Priol, Simon Lacoste-Julien, Ioannis Mitliagkas
2016 J jnl
SLA Violation Prediction In Cloud Computing: A Machine Learning Perspective.
CoRR
Reyhane Askari Hemmat, Abdelhakim Hafid