Hossein Souri - RankMe

23 papers A* 4B 1C 1Misc 1Journal 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ARGENT: Adaptive Hierarchical Image-Text Representations. CoRR Chuong Huynh, Hossein Souri, Abhinav Kumar, Vitali Petsiuk, Deen Dayal Mohan, Suren Kumar
2026	J	`jnl`	GoldiCLIP: The Goldilocks Approach for Balancing Explicit Supervision for Language-Image Pretraining. CoRR Deen Dayal Mohan, Hossein Souri, Vitali Petsiuk, Juhong Min, Gopal Sharma, Luowei Zhou, Suren Kumar
2024	J	`jnl`	Generating Potent Poisons and Backdoors from Scratch with Guided Diffusion. CoRR Hossein Souri, Arpit Bansal, Hamid Kazemi, Liam Fowl, Aniruddha Saha, Jonas Geiping, Andrew Gordon Wilson, Rama Chellappa, Tom Goldstein, Micah Goldblum
2024	Misc	`conf`	Identifying Attack-Specific Signatures in Adversarial Examples. ICASSP Hossein Souri, Pirazh Khorramshahi, Chun Pong Lau, Micah Goldblum, Rama Chellappa
2023	C	`conf`	A Deep Dive into Dataset Imbalance and Bias in Face Identification. AIES Valeriia Cherepanova, Steven Reich, Samuel Dooley, Hossein Souri, John P. Dickerson, Micah Goldblum, Tom Goldstein
2023	A*	`conf`	Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks. NeurIPS 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, Tom Goldstein
2023	J	`jnl`	Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks. CoRR 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, Tom Goldstein
2023	J	`jnl`	Interpolated Joint Space Adversarial Training for Robust and Generalizable Defenses. IEEE Trans. Pattern Anal. Mach. Intell. Chun Pong Lau, Jiang Liu, Hossein Souri, Wei-An Lin, Soheil Feizi, Rama Chellappa
2022	J	`jnl`	A Deep Dive into Dataset Imbalance and Bias in Face Identification. CoRR Valeriia Cherepanova, Steven Reich, Samuel Dooley, Hossein Souri, Micah Goldblum, Tom Goldstein
2022	J	`jnl`	Mutual Adversarial Training: Learning Together is Better Than Going Alone. IEEE Trans. Inf. Forensics Secur. Jiang Liu, Chun Pong Lau, Hossein Souri, Soheil Feizi, Rama Chellappa
2022	A*	`conf`	Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors. NeurIPS Ravid Shwartz-Ziv, Micah Goldblum, Hossein Souri, Sanyam Kapoor, Chen Zhu, Yann LeCun, Andrew Gordon Wilson
2022	J	`jnl`	Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors. CoRR Ravid Shwartz-Ziv, Micah Goldblum, Hossein Souri, Sanyam Kapoor, Chen Zhu, Yann LeCun, Andrew Gordon Wilson
2022	A*	`conf`	Sleeper Agent: Scalable Hidden Trigger Backdoors for Neural Networks Trained from Scratch. NeurIPS Hossein Souri, Liam Fowl, Rama Chellappa, Micah Goldblum, Tom Goldstein
2022	A*	`conf`	The Close Relationship Between Contrastive Learning and Meta-Learning. ICLR Renkun Ni, Manli Shu, Hossein Souri, Micah Goldblum, Tom Goldstein
2022	J	`jnl`	Thinking Two Moves Ahead: Anticipating Other Users Improves Backdoor Attacks in Federated Learning. CoRR Yuxin Wen, Jonas Geiping, Liam Fowl, Hossein Souri, Rama Chellappa, Micah Goldblum, Tom Goldstein
2021	J	`jnl`	Identification of Attack-Specific Signatures in Adversarial Examples. CoRR Hossein Souri, Pirazh Khorramshahi, Chun Pong Lau, Micah Goldblum, Rama Chellappa
2021	J	`jnl`	Interpolated Joint Space Adversarial Training for Robust and Generalizable Defenses. CoRR Chun Pong Lau, Jiang Liu, Hossein Souri, Wei-An Lin, Soheil Feizi, Rama Chellappa
2021	J	`jnl`	Mutual Adversarial Training: Learning together is better than going alone. CoRR Jiang Liu, Chun Pong Lau, Hossein Souri, Soheil Feizi, Rama Chellappa
2021	J	`jnl`	Sleeper Agent: Scalable Hidden Trigger Backdoors for Neural Networks Trained from Scratch. CoRR Hossein Souri, Micah Goldblum, Liam Fowl, Rama Chellappa, Tom Goldstein
2020	B	`conf`	ATFaceGAN: Single Face Image Restoration and Recognition from Atmospheric Turbulence. FG Chun Pong Lau, Hossein Souri, Rama Chellappa
2020	J	`jnl`	An adversarial learning algorithm for mitigating gender bias in face recognition. CoRR Prithviraj Dhar, Joshua Gleason, Hossein Souri, Carlos Domingo Castillo, Rama Chellappa
2020	J	`jnl`	GANs with Variational Entropy Regularizers: Applications in Mitigating the Mode-Collapse Issue. CoRR Pirazh Khorramshahi, Hossein Souri, Rama Chellappa, Soheil Feizi
2019	J	`jnl`	ATFaceGAN: Single Face Image Restoration and Recognition from Atmospheric Turbulence. CoRR Chun Pong Lau, Hossein Souri, Rama Chellappa