Alert button
Picture for Soheil Feizi

Soheil Feizi

Alert button

Adapting Self-Supervised Representations to Multi-Domain Setups

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

Figure 1 for Adapting Self-Supervised Representations to Multi-Domain Setups
Figure 2 for Adapting Self-Supervised Representations to Multi-Domain Setups
Figure 3 for Adapting Self-Supervised Representations to Multi-Domain Setups
Figure 4 for Adapting Self-Supervised Representations to Multi-Domain Setups
Viaarxiv icon

Certifying LLM Safety against Adversarial Prompting

Sep 06, 2023
Aounon Kumar, Chirag Agarwal, Suraj Srinivas, Soheil Feizi, Hima Lakkaraju

Viaarxiv icon

Identifying and Mitigating the Security Risks of Generative AI

Aug 28, 2023
Clark Barrett, Brad Boyd, Ellie Burzstein, Nicholas Carlini, Brad Chen, Jihye Choi, Amrita Roy Chowdhury, Mihai Christodorescu, Anupam Datta, Soheil Feizi, Kathleen Fisher, Tatsunori Hashimoto, Dan Hendrycks, Somesh Jha, Daniel Kang, Florian Kerschbaum, Eric Mitchell, John Mitchell, Zulfikar Ramzan, Khawaja Shams, Dawn Song, Ankur Taly, Diyi Yang

Figure 1 for Identifying and Mitigating the Security Risks of Generative AI
Viaarxiv icon

Augmenting CLIP with Improved Visio-Linguistic Reasoning

Jul 27, 2023
Samyadeep Basu, Maziar Sanjabi, Daniela Massiceti, Shell Xu Hu, Soheil Feizi

Figure 1 for Augmenting CLIP with Improved Visio-Linguistic Reasoning
Figure 2 for Augmenting CLIP with Improved Visio-Linguistic Reasoning
Figure 3 for Augmenting CLIP with Improved Visio-Linguistic Reasoning
Figure 4 for Augmenting CLIP with Improved Visio-Linguistic Reasoning
Viaarxiv icon

Identifying Interpretable Subspaces in Image Representations

Jul 20, 2023
Neha Kalibhat, Shweta Bhardwaj, Bayan Bruss, Hamed Firooz, Maziar Sanjabi, Soheil Feizi

Figure 1 for Identifying Interpretable Subspaces in Image Representations
Figure 2 for Identifying Interpretable Subspaces in Image Representations
Figure 3 for Identifying Interpretable Subspaces in Image Representations
Figure 4 for Identifying Interpretable Subspaces in Image Representations
Viaarxiv icon

On Practical Aspects of Aggregation Defenses against Data Poisoning Attacks

Jun 28, 2023
Wenxiao Wang, Soheil Feizi

Figure 1 for On Practical Aspects of Aggregation Defenses against Data Poisoning Attacks
Figure 2 for On Practical Aspects of Aggregation Defenses against Data Poisoning Attacks
Figure 3 for On Practical Aspects of Aggregation Defenses against Data Poisoning Attacks
Figure 4 for On Practical Aspects of Aggregation Defenses against Data Poisoning Attacks
Viaarxiv icon

Diffused Redundancy in Pre-trained Representations

May 31, 2023
Vedant Nanda, Till Speicher, John P. Dickerson, Soheil Feizi, Krishna P. Gummadi, Adrian Weller

Figure 1 for Diffused Redundancy in Pre-trained Representations
Figure 2 for Diffused Redundancy in Pre-trained Representations
Figure 3 for Diffused Redundancy in Pre-trained Representations
Figure 4 for Diffused Redundancy in Pre-trained Representations
Viaarxiv icon

Text-To-Concept (and Back) via Cross-Model Alignment

May 10, 2023
Mazda Moayeri, Keivan Rezaei, Maziar Sanjabi, Soheil Feizi

Figure 1 for Text-To-Concept (and Back) via Cross-Model Alignment
Figure 2 for Text-To-Concept (and Back) via Cross-Model Alignment
Figure 3 for Text-To-Concept (and Back) via Cross-Model Alignment
Figure 4 for Text-To-Concept (and Back) via Cross-Model Alignment
Viaarxiv icon

Strong Baselines for Parameter Efficient Few-Shot Fine-tuning

Apr 04, 2023
Samyadeep Basu, Daniela Massiceti, Shell Xu Hu, Soheil Feizi

Figure 1 for Strong Baselines for Parameter Efficient Few-Shot Fine-tuning
Figure 2 for Strong Baselines for Parameter Efficient Few-Shot Fine-tuning
Figure 3 for Strong Baselines for Parameter Efficient Few-Shot Fine-tuning
Figure 4 for Strong Baselines for Parameter Efficient Few-Shot Fine-tuning
Viaarxiv icon