Fuzzy perception, emotion and expression for interactive robots. - Hossein Mobahi; Shahin Ansari (SMC, 2003)

Peak stick RBF network for online system identification. - Hossein Mobahi; Farrokh Janabi-Sharifi (IJCNN, 2004)

Fast initialization of active contours. - Hossein Mobahi; Majid Nili Ahmadabadi; Babak Nadjar Araabi (IROS, 2004)

Concept Oriented Imitation Towards Verbal Human-Robot Interaction. - Hossein Mobahi; Majid Nili Ahmadabadi; Babak Nadjar Araabi (ICRA, 2005)

HCI Applications for aiding children with mental disorders. - Hossein Mobahi; Karrie G. Karahalios (ACM Crossroads, 2005)

Swarm contours: A fast self-organization approach for snake initialization. - Hossein Mobahi; Majid Nili Ahmadabadi; Babak Nadjar Araabi (Complex., 2006)

A Biologically Inspired Method for Conceptual Imitation Using Reinforcement Learning. - Hossein Mobahi; Majid Nili Ahmadabadi; Babak Nadjar Araabi (Appl. Artif. Intell., 2007)

Learning Topology of Curves with Application to Clustering. - Hossein Mobahi; Shankar R. Rao; Yi Ma 001 (AAAI Fall Symposium: Manifold Learning and Its Applications, 2009)

Natural Image Segmentation with Adaptive Texture and Boundary Encoding. - Shankar R. Rao; Hossein Mobahi; Allen Y. Yang; Shankar Sastry 001; Yi Ma 001 (ACCV (1), 2009)

Face recognition with contiguous occlusion using markov random fields. - Zihan Zhou 001; Andrew Wagner; Hossein Mobahi; John Wright 001; Yi Ma 001 (ICCV, 2009)

Deep learning from temporal coherence in video. - Hossein Mobahi; Ronan Collobert; Jason Weston (ICML, 2009)

Data-driven image completion by image patch subspaces. - Hossein Mobahi; Shankar R. Rao; Yi Ma 001 (PCS, 2009)

Holistic 3D reconstruction of urban structures from low-rank textures. - Hossein Mobahi; Zihan Zhou 001; Allen Y. Yang; Yi Ma 001 (ICCV Workshops, 2011)

Segmentation of Natural Images by Texture and Boundary Compression. - Hossein Mobahi; Shankar R. Rao; Allen Y. Yang; Shankar S. Sastry; Yi Ma 001 (Int. J. Comput. Vis., 2011)

Seeing through the blur. - Hossein Mobahi; C. Lawrence Zitnick; Yi Ma 001 (CVPR, 2012)

Toward a Practical Face Recognition System: Robust Alignment and Illumination by Sparse Representation. - Andrew Wagner; John Wright 001; Arvind Ganesh; Zihan Zhou 001; Hossein Mobahi; Yi Ma 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Optimization by Gaussian smoothing with application to geometric alignment - Hossein Mobahi (2012)

Deep Learning via Semi-supervised Embedding. - Jason Weston; Frédéric Ratle; Hossein Mobahi; Ronan Collobert (Neural Networks: Tricks of the Trade (2nd ed.), 2012)

A Compositional Model for Low-Dimensional Image Set Representation. - Hossein Mobahi; Ce Liu 001; William T. Freeman (CVPR, 2014)

On the Link between Gaussian Homotopy Continuation and Convex Envelopes. - Hossein Mobahi; John W. Fisher III (EMMCVPR, 2014)

Coarse-to-Fine Minimization of Some Common Nonconvexities. - Hossein Mobahi; John W. Fisher III (EMMCVPR, 2014)

A Theoretical Analysis of Optimization by Gaussian Continuation. - Hossein Mobahi; John W. Fisher III (AAAI, 2015)

The aperture problem for refractive motion. - Tianfan Xue; Hossein Mobahi; Frédo Durand; William T. Freeman (CVPR, 2015)

Learning with a Wasserstein Loss. - Charlie Frogner; Chiyuan Zhang; Hossein Mobahi; Mauricio Araya-Polo; Tomaso A. Poggio (NIPS, 2015)

Homotopy Method for Tensor Principal Component Analysis. - Anima Anandkumar; Yuan Deng; Rong Ge 001; Hossein Mobahi (CoRR, 2016)

Training Recurrent Neural Networks by Diffusion. - Hossein Mobahi (CoRR, 2016)

A Theory of Local Matching: SIFT and Beyond. - Hossein Mobahi; Stefano Soatto (CoRR, 2016)

Homotopy Analysis for Tensor PCA. - Anima Anandkumar; Yuan Deng; Rong Ge 001; Hossein Mobahi (COLT, 2017)

Large Margin Deep Networks for Classification. - Gamaleldin F. Elsayed; Dilip Krishnan; Hossein Mobahi; Kevin Regan 001; Samy Bengio (NeurIPS, 2018)

Predicting the Generalization Gap in Deep Networks with Margin Distributions. - Yiding Jiang; Dilip Krishnan; Hossein Mobahi; Samy Bengio (ICLR (Poster), 2019)

Semantic Redundancies in Image-Classification Datasets: The 10% You Don't Need. - Vighnesh Birodkar; Hossein Mobahi; Samy Bengio (CoRR, 2019)

A Closed-Form Learned Pooling for Deep Classification Networks. - Vighnesh Birodkar; Hossein Mobahi; Dilip Krishnan; Samy Bengio (CoRR, 2019)

Fantastic Generalization Measures and Where to Find Them. - Yiding Jiang; Behnam Neyshabur; Hossein Mobahi; Dilip Krishnan; Samy Bengio (ICLR, 2020)

Methods and Analysis of The First Competition in Predicting Generalization of Deep Learning. - Yiding Jiang; Parth Natekar; Manik Sharma; Sumukh K. Aithal; Dhruva Kashyap; Natarajan Subramanyam; Carlos Lassance; Daniel M. Roy 001; Gintare Karolina Dziugaite; Suriya Gunasekar; Isabelle Guyon; Pierre Foret; et al. (NeurIPS (Competition and Demos), 2020)

Self-Distillation Amplifies Regularization in Hilbert Space. - Hossein Mobahi; Mehrdad Farajtabar; Peter L. Bartlett (NeurIPS, 2020)

Data Augmentation via Structured Adversarial Perturbations. - Calvin Luo; Hossein Mobahi; Samy Bengio (CoRR, 2020)

NeurIPS 2020 Competition: Predicting Generalization in Deep Learning. - Yiding Jiang; Pierre Foret; Scott Yak; Daniel M. Roy 001; Hossein Mobahi; Gintare Karolina Dziugaite; Samy Bengio; Suriya Gunasekar; Isabelle Guyon; Behnam Neyshabur (CoRR, 2020)

Sharpness-aware Minimization for Efficiently Improving Generalization. - Pierre Foret; Ariel Kleiner; Hossein Mobahi; Behnam Neyshabur (ICLR, 2021)

A unifying view on implicit bias in training linear neural networks. - Chulhee Yun; Shankar Krishnan; Hossein Mobahi (ICLR, 2021)

Sharpness-Aware Minimization Improves Language Model Generalization. - Dara Bahri; Hossein Mobahi; Yi Tay (ACL (1), 2022)

Sharpness-Aware Minimization Leads to Low-Rank Features. - Maksym Andriushchenko; Dara Bahri; Hossein Mobahi; Nicolas Flammarion (NeurIPS, 2023)

On student-teacher deviations in distillation: does it pay to disobey? - Vaishnavh Nagarajan; Aditya Krishna Menon; Srinadh Bhojanapalli; Hossein Mobahi; Sanjiv Kumar (NeurIPS, 2023)

The Low-Rank Simplicity Bias in Deep Networks. - Minyoung Huh; Hossein Mobahi; Richard Zhang 001; Brian Cheung; Pulkit Agrawal 001; Phillip Isola (Trans. Mach. Learn. Res., 2023)

On the Foundations of Shortcut Learning. - Katherine L. Hermann; Hossein Mobahi; Thomas Fel; Michael Curtis Mozer (ICLR, 2024)

Neglected Hessian component explains mysteries in sharpness regularization. - Yann N. Dauphin; Atish Agarwala; Hossein Mobahi (NeurIPS, 2024)

Avoiding spurious sharpness minimization broadens applicability of SAM. - Sidak Pal Singh; Hossein Mobahi; Atish Agarwala; Yann N. Dauphin (CoRR, 2025)

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 002; Hootan Nakhost; Chitta Baral; Chen-Yu Lee; et al. (CoRR, 2025)