| 2025 | EMNLP | PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving. | Mihir Parmar, Xin Liu, Palash Goyal, Yanfei Chen, Long T. Le, Swaroop Mishra, Hossein Mobahi, Jindong Gu, Zifeng Wang, Hootan Nakhost, Chitta Baral, Chen-Yu Lee, Tomas Pfister, Hamid Palangi |
| 2025 | ICML | Avoiding spurious sharpness minimization broadens applicability of SAM. | Sidak Pal Singh, Hossein Mobahi, Atish Agarwala, Yann N. Dauphin |
| 2024 | ICLR | On the Foundations of Shortcut Learning. | Katherine L. Hermann, Hossein Mobahi, Thomas Fel, Michael Curtis Mozer |
| 2022 | ACL | Sharpness-Aware Minimization Improves Language Model Generalization. | Dara Bahri, Hossein Mobahi, Yi Tay |
| 2021 | ICLR | Sharpness-aware Minimization for Efficiently Improving Generalization. | Pierre Foret, Ariel Kleiner, Hossein Mobahi, Behnam Neyshabur |
| 2021 | ICLR | A unifying view on implicit bias in training linear neural networks. | Chulhee Yun, Shankar Krishnan, Hossein Mobahi |
| 2020 | ICLR | Fantastic Generalization Measures and Where to Find Them. | Yiding Jiang, Behnam Neyshabur, Hossein Mobahi, Dilip Krishnan, Samy Bengio |
| 2019 | ICLR | Predicting the Generalization Gap in Deep Networks with Margin Distributions. | Yiding Jiang, Dilip Krishnan, Hossein Mobahi, Samy Bengio |
| 2017 | COLT | Homotopy Analysis for Tensor PCA. | Anima Anandkumar, Yuan Deng, Rong Ge, Hossein Mobahi |
| 2015 | AAAI | A Theoretical Analysis of Optimization by Gaussian Continuation. | Hossein Mobahi, John W. Fisher III |
| 2015 | CVPR | The aperture problem for refractive motion. | Tianfan Xue, Hossein Mobahi, Frdo Durand, William T. Freeman |
| 2014 | CVPR | A Compositional Model for Low-Dimensional Image Set Representation. | Hossein Mobahi, Ce Liu, William T. Freeman |
| 2012 | CVPR | Seeing through the blur. | Hossein Mobahi, C. Lawrence Zitnick, Yi Ma |
| 2009 | ACCV | Natural Image Segmentation with Adaptive Texture and Boundary Encoding. | Shankar R. Rao, Hossein Mobahi, Allen Y. Yang, Shankar Sastry, Yi Ma |
| 2009 | ICCV | Face recognition with contiguous occlusion using markov random fields. | Zihan Zhou, Andrew Wagner, Hossein Mobahi, John Wright, Yi Ma |
| 2009 | ICML | Deep learning from temporal coherence in video. | Hossein Mobahi, Ronan Collobert, Jason Weston |
| 2009 | PCS | Data-driven image completion by image patch subspaces. | Hossein Mobahi, Shankar R. Rao, Yi Ma |
| 2005 | ICRA | Concept Oriented Imitation Towards Verbal Human-Robot Interaction. | Hossein Mobahi, Majid Nili Ahmadabadi, Babak Nadjar Araabi |
| 2004 | IJCNN | Peak stick RBF network for online system identification. | Hossein Mobahi, Farrokh Janabi-Sharifi |
| 2004 | IROS | Fast initialization of active contours. | Hossein Mobahi, Majid Nili Ahmadabadi, Babak Nadjar Araabi |
| 2003 | SMC | Fuzzy perception, emotion and expression for interactive robots. | Hossein Mobahi, Shahin Ansari |