Follow
Sahil Singla
Sahil Singla
Verified email at cs.umd.edu
Title
Cited by
Cited by
Year
Perceptual Adversarial Robustness: Defense Against Unseen Threat Models
C Laidlaw, S Singla, S Feizi
International Conference on Learning Representations (ICLR), 2021, 2020
732020
Understanding Impacts of High-Order Loss Approximations and Features in Deep Learning Interpretation
S Singla, E Wallace, S Feng, S Feizi
International Conference on Machine Learning (ICML), 2019, 0
32*
Second-order provable defenses against adversarial attacks
S Singla, S Feizi
International Conference on Machine Learning (ICML), 2020, 0
31*
Fairness Through Robustness: Investigating Robustness Disparity in Deep Learning
V Nanda, S Dooley, S Singla, S Feizi, JP Dickerson
Conference on Fairness, Accountability, and Transparency (FAccT), 2021, 466-477, 2021
272021
Certifiably robust interpretation in deep learning
A Levine, S Singla, S Feizi
arXiv preprint arXiv:1905.12105, 2019
262019
Understanding Failures of Deep Networks via Robust Feature Extraction
S Singla, B Nushi, S Shah, E Kamar, E Horvitz
Computer Vision and Pattern Recognition (CVPR), 2021, 12853-12862, 0
16*
Skew Orthogonal Convolutions
S Singla, S Feizi
International Conference on Machine Learning (ICML), 2021, 0
14*
Fantastic Four: Differentiable Bounds on Singular Values of Convolution Layers
S Singla, S Feizi
arXiv preprint arXiv:1911.10258, 2019
122019
Low Curvature Activations Reduce Overfitting in Adversarial Training
V Singla, S Singla, D Jacobs, S Feizi
International Conference on Computer Vision (ICCV), 2021, 2021
112021
Robustness certificates against adversarial examples for relu networks
S Singla, S Feizi
arXiv preprint arXiv:1902.01235, 2019
112019
Fantastic four: Differentiable and efficient bounds on singular values of convolution layers
S Singla, S Feizi
International Conference on Learning Representations (ICLR), 2021, 2020
62020
Salient ImageNet: How to discover spurious features in deep learning?
SF Sahil Singla
International Conference on Learning Representations, 2022, 0
The system can't perform the operation now. Try again later.
Articles 1–12