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Soheil Feizi

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Fast Adversarial Attacks on Language Models In One GPU Minute

Feb 23, 2024
Vinu Sankar Sadasivan, Shoumik Saha, Gaurang Sriramanan, Priyatham Kattakinda, Atoosa Chegini, Soheil Feizi

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Identifying and Mitigating Model Failures through Few-shot CLIP-aided Diffusion Generation

Dec 09, 2023
Atoosa Chegini, Soheil Feizi

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Instruct2Attack: Language-Guided Semantic Adversarial Attacks

Nov 27, 2023
Jiang Liu, Chen Wei, Yuxiang Guo, Heng Yu, Alan Yuille, Soheil Feizi, Chun Pong Lau, Rama Chellappa

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Online Advertisements with LLMs: Opportunities and Challenges

Nov 11, 2023
Soheil Feizi, MohammadTaghi Hajiaghayi, Keivan Rezaei, Suho Shin

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Exploring Geometry of Blind Spots in Vision Models

Oct 30, 2023
Sriram Balasubramanian, Gaurang Sriramanan, Vinu Sankar Sadasivan, Soheil Feizi

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Localizing and Editing Knowledge in Text-to-Image Generative Models

Oct 20, 2023
Samyadeep Basu, Nanxuan Zhao, Vlad Morariu, Soheil Feizi, Varun Manjunatha

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EditVal: Benchmarking Diffusion Based Text-Guided Image Editing Methods

Oct 03, 2023
Samyadeep Basu, Mehrdad Saberi, Shweta Bhardwaj, Atoosa Malemir Chegini, Daniela Massiceti, Maziar Sanjabi, Shell Xu Hu, Soheil Feizi

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PRIME: Prioritizing Interpretability in Failure Mode Extraction

Sep 29, 2023
Keivan Rezaei, Mehrdad Saberi, Mazda Moayeri, Soheil Feizi

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Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks

Sep 29, 2023
Mehrdad Saberi, Vinu Sankar Sadasivan, Keivan Rezaei, Aounon Kumar, Atoosa Chegini, Wenxiao Wang, Soheil Feizi

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Adapting Self-Supervised Representations to Multi-Domain Setups

Sep 07, 2023
Neha Kalibhat, Sam Sharpe, Jeremy Goodsitt, Bayan Bruss, Soheil Feizi

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