Alert button
Picture for Hadi Salman

Hadi Salman

Alert button

Certified Patch Robustness via Smoothed Vision Transformers

Oct 11, 2021
Hadi Salman, Saachi Jain, Eric Wong, Aleksander Mądry

Figure 1 for Certified Patch Robustness via Smoothed Vision Transformers
Figure 2 for Certified Patch Robustness via Smoothed Vision Transformers
Figure 3 for Certified Patch Robustness via Smoothed Vision Transformers
Figure 4 for Certified Patch Robustness via Smoothed Vision Transformers
Viaarxiv icon

CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning

Jun 25, 2021
Daniel McDuff, Yale Song, Jiyoung Lee, Vibhav Vineet, Sai Vemprala, Nicholas Gyde, Hadi Salman, Shuang Ma, Kwanghoon Sohn, Ashish Kapoor

Figure 1 for CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning
Figure 2 for CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning
Figure 3 for CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning
Figure 4 for CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning
Viaarxiv icon

3DB: A Framework for Debugging Computer Vision Models

Jun 07, 2021
Guillaume Leclerc, Hadi Salman, Andrew Ilyas, Sai Vemprala, Logan Engstrom, Vibhav Vineet, Kai Xiao, Pengchuan Zhang, Shibani Santurkar, Greg Yang, Ashish Kapoor, Aleksander Madry

Figure 1 for 3DB: A Framework for Debugging Computer Vision Models
Figure 2 for 3DB: A Framework for Debugging Computer Vision Models
Figure 3 for 3DB: A Framework for Debugging Computer Vision Models
Figure 4 for 3DB: A Framework for Debugging Computer Vision Models
Viaarxiv icon

Unadversarial Examples: Designing Objects for Robust Vision

Dec 22, 2020
Hadi Salman, Andrew Ilyas, Logan Engstrom, Sai Vemprala, Aleksander Madry, Ashish Kapoor

Figure 1 for Unadversarial Examples: Designing Objects for Robust Vision
Figure 2 for Unadversarial Examples: Designing Objects for Robust Vision
Figure 3 for Unadversarial Examples: Designing Objects for Robust Vision
Figure 4 for Unadversarial Examples: Designing Objects for Robust Vision
Viaarxiv icon

Do Adversarially Robust ImageNet Models Transfer Better?

Jul 16, 2020
Hadi Salman, Andrew Ilyas, Logan Engstrom, Ashish Kapoor, Aleksander Madry

Figure 1 for Do Adversarially Robust ImageNet Models Transfer Better?
Figure 2 for Do Adversarially Robust ImageNet Models Transfer Better?
Figure 3 for Do Adversarially Robust ImageNet Models Transfer Better?
Figure 4 for Do Adversarially Robust ImageNet Models Transfer Better?
Viaarxiv icon

Improved Image Wasserstein Attacks and Defenses

Apr 26, 2020
J. Edward Hu, Adith Swaminathan, Hadi Salman, Greg Yang

Figure 1 for Improved Image Wasserstein Attacks and Defenses
Figure 2 for Improved Image Wasserstein Attacks and Defenses
Figure 3 for Improved Image Wasserstein Attacks and Defenses
Figure 4 for Improved Image Wasserstein Attacks and Defenses
Viaarxiv icon

Randomized Smoothing of All Shapes and Sizes

Mar 04, 2020
Greg Yang, Tony Duan, J. Edward Hu, Hadi Salman, Ilya Razenshteyn, Jerry Li

Figure 1 for Randomized Smoothing of All Shapes and Sizes
Figure 2 for Randomized Smoothing of All Shapes and Sizes
Figure 3 for Randomized Smoothing of All Shapes and Sizes
Figure 4 for Randomized Smoothing of All Shapes and Sizes
Viaarxiv icon

Black-box Smoothing: A Provable Defense for Pretrained Classifiers

Mar 04, 2020
Hadi Salman, Mingjie Sun, Greg Yang, Ashish Kapoor, J. Zico Kolter

Figure 1 for Black-box Smoothing: A Provable Defense for Pretrained Classifiers
Figure 2 for Black-box Smoothing: A Provable Defense for Pretrained Classifiers
Figure 3 for Black-box Smoothing: A Provable Defense for Pretrained Classifiers
Figure 4 for Black-box Smoothing: A Provable Defense for Pretrained Classifiers
Viaarxiv icon

A Fine-Grained Spectral Perspective on Neural Networks

Jul 24, 2019
Greg Yang, Hadi Salman

Figure 1 for A Fine-Grained Spectral Perspective on Neural Networks
Figure 2 for A Fine-Grained Spectral Perspective on Neural Networks
Figure 3 for A Fine-Grained Spectral Perspective on Neural Networks
Figure 4 for A Fine-Grained Spectral Perspective on Neural Networks
Viaarxiv icon