Hadi Salman | DeepAI

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Featured Co-authors

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∙ 04/26/2020

Improved Image Wasserstein Attacks and Defenses

Robustness against image perturbations bounded by a ℓ_p ball have been w...

0 J. Edward Hu, et al. ∙

∙ 03/04/2020

Black-box Smoothing: A Provable Defense for Pretrained Classifiers

We present a method for provably defending any pretrained image classifi...

7 Hadi Salman, et al. ∙

∙ 02/19/2020

Randomized Smoothing of All Shapes and Sizes

Randomized smoothing is a recently proposed defense against adversarial ...

0 Greg Yang, et al. ∙

∙ 07/24/2019

A Fine-Grained Spectral Perspective on Neural Networks

Are neural networks biased toward simple functions? Does depth always he...

4 Greg Yang, et al. ∙

∙ 06/09/2019

Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers

Recent works have shown the effectiveness of randomized smoothing as a s...

4 Hadi Salman, et al. ∙

∙ 02/23/2019

A Convex Relaxation Barrier to Tight Robustness Verification of Neural Networks

Verification of neural networks enables us to gauge their robustness aga...

0 Hadi Salman, et al. ∙

∙ 02/23/2019

A Convex Relaxation Barrier to Tight Robust Verification of Neural Networks

Verification of neural networks enables us to gauge their robustness aga...

0 Hadi Salman, et al. ∙

∙ 10/08/2018

Deep Diffeomorphic Normalizing Flows

The Normalizing Flow (NF) models a general probability density by estima...

6 Hadi Salman, et al. ∙

∙ 03/05/2018

Learning to Sequence Robot Behaviors for Visual Navigation

Recent literature in the robotics community has focused on learning robo...

0 Hadi Salman, et al. ∙

∙ 03/05/2018

Hierarchical Reinforcement Learning for Sequencing Behaviors

Recent literature in the robot learning community has focused on learnin...

0 Hadi Salman, et al. ∙

∙ 11/23/2017

A surgical system for automatic registration, stiffness mapping and dynamic image overlay

In this paper we develop a surgical system using the da Vinci research k...

0 Nicolas Zevallos, et al. ∙

∙ 11/19/2017

Trajectory-Optimized Sensing for Active Search of Tissue Abnormalities in Robotic Surgery

In this work, we develop an approach for guiding robots to automatically...

0 Hadi Salman, et al. ∙

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