ATFaceGAN: Single Face Image Restoration and Recognition from Atmospheric Turbulence. - Chun Pong Lau 001; Hossein Souri; Rama Chellappa (FG, 2020)

An adversarial learning algorithm for mitigating gender bias in face recognition. - Prithviraj Dhar; Joshua Gleason; Hossein Souri; Carlos Domingo Castillo; Rama Chellappa (CoRR, 2020)

GANs with Variational Entropy Regularizers: Applications in Mitigating the Mode-Collapse Issue. - Pirazh Khorramshahi; Hossein Souri; Rama Chellappa; Soheil Feizi (CoRR, 2020)

Identification of Attack-Specific Signatures in Adversarial Examples. - Hossein Souri; Pirazh Khorramshahi; Chun Pong Lau 001; Micah Goldblum; Rama Chellappa (CoRR, 2021)

The Close Relationship Between Contrastive Learning and Meta-Learning. - Renkun Ni; Manli Shu; Hossein Souri; Micah Goldblum; Tom Goldstein (ICLR, 2022)

Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors. - Ravid Shwartz-Ziv; Micah Goldblum; Hossein Souri; Sanyam Kapoor; Chen Zhu 001; Yann LeCun; Andrew Gordon Wilson (NeurIPS, 2022)

Sleeper Agent: Scalable Hidden Trigger Backdoors for Neural Networks Trained from Scratch. - Hossein Souri; Liam Fowl; Rama Chellappa; Micah Goldblum; Tom Goldstein (NeurIPS, 2022)

A Deep Dive into Dataset Imbalance and Bias in Face Identification. - Valeriia Cherepanova; Steven Reich; Samuel Dooley; Hossein Souri; Micah Goldblum; Tom Goldstein (CoRR, 2022)

Thinking Two Moves Ahead: Anticipating Other Users Improves Backdoor Attacks in Federated Learning. - Yuxin Wen; Jonas Geiping; Liam Fowl; Hossein Souri; Rama Chellappa; Micah Goldblum; Tom Goldstein (CoRR, 2022)

Mutual Adversarial Training: Learning Together is Better Than Going Alone. - Jiang Liu 014; Chun Pong Lau 001; Hossein Souri; Soheil Feizi; Rama Chellappa (IEEE Trans. Inf. Forensics Secur., 2022)

A Deep Dive into Dataset Imbalance and Bias in Face Identification. - Valeriia Cherepanova; Steven Reich; Samuel Dooley; Hossein Souri; John P. Dickerson; Micah Goldblum; Tom Goldstein (AIES, 2023)

Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks. - Micah Goldblum; Hossein Souri; Renkun Ni; Manli Shu; Viraj Prabhu; Gowthami Somepalli; Prithvijit Chattopadhyay; Mark Ibrahim; Adrien Bardes; Judy Hoffman; Rama Chellappa; Andrew Gordon Wilson; et al. (NeurIPS, 2023)

Interpolated Joint Space Adversarial Training for Robust and Generalizable Defenses. - Chun Pong Lau 001; Jiang Liu 014; Hossein Souri; Wei-An Lin; Soheil Feizi; Rama Chellappa (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Identifying Attack-Specific Signatures in Adversarial Examples. - Hossein Souri; Pirazh Khorramshahi; Chun Pong Lau 001; Micah Goldblum; Rama Chellappa (ICASSP, 2024)

Generating Potent Poisons and Backdoors from Scratch with Guided Diffusion. - Hossein Souri; Arpit Bansal; Hamid Kazemi; Liam Fowl; Aniruddha Saha; Jonas Geiping; Andrew Gordon Wilson; Rama Chellappa; Tom Goldstein; Micah Goldblum (CoRR, 2024)