Singla, Sahil

20 publications

CVPR 2025 Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation Xiaoying Xing, Avinab Saha, Junfeng He, Susan Hao, Paul Vicol, Moonkyung Ryu, Gang Li, Sahil Singla, Sarah Young, Yinxiao Li, Feng Yang, Deepak Ramachandran

ICML 2025 Improved and Oracle-Efficient Online $\ell_1$-Multicalibration Rohan Ghuge, Vidya Muthukumar, Sahil Singla

ICMLW 2024 Beyond Thumbs Up/Down: Untangling Challenges of Fine-Grained Feedback for Text-to-Image Generation Katherine M. Collins, Najoung Kim, Yonatan Bitton, Verena Rieser, Shayegan Omidshafiei, Yushi Hu, Sherol Chen, Senjuti Dutta, Minsuk Chang, Kimin Lee, Youwei Liang, Georgina Evans, Sahil Singla, Gang Li, Adrian Weller, Junfeng He, Deepak Ramachandran, Krishnamurthy Dj Dvijotham

WACV 2024 Data-Centric Debugging: Mitigating Model Failures via Targeted Image Retrieval Sahil Singla, Atoosa Malemir Chegini, Mazda Moayeri, Soheil Feizi

NeurIPS 2024 E-COP : Episodic Constrained Optimization of Policies Akhil Agnihotri, Rahul Jain, Deepak Ramachandran, Sahil Singla

CVPRW 2024 Robust Disaster Assessment from Aerial Imagery Using Text-to-Image Synthetic Data Tarun Kalluri, Jihyeon Lee, Kihyuk Sohn, Sahil Singla, Manmohan Chandraker, Joseph Xu, Jeremiah Z. Liu

NeurIPS 2024 Sample Complexity of Posted Pricing for a Single Item Billy Jin, Thomas Kesselheim, Will Ma, Sahil Singla

NeurIPS 2023 Spuriosity Rankings: Sorting Data to Measure and Mitigate Biases Mazda Moayeri, Wenxiao Wang, Sahil Singla, Soheil Feizi

NeurIPS 2022 Hard ImageNet: Segmentations for Objects with Strong Spurious Cues Mazda Moayeri, Sahil Singla, Soheil Feizi

ICLR 2022 Improved Deterministic L2 Robustness on CIFAR-10 and CIFAR-100 Sahil Singla, Surbhi Singla, Soheil Feizi

NeurIPS 2022 Improved Techniques for Deterministic L2 Robustness Sahil Singla, Soheil Feizi

ICLR 2022 Salient ImageNet: How to Discover Spurious Features in Deep Learning? Sahil Singla, Soheil Feizi

ICLR 2021 Fantastic Four: Differentiable and Efficient Bounds on Singular Values of Convolution Layers Sahil Singla, Soheil Feizi

ICCV 2021 Low Curvature Activations Reduce Overfitting in Adversarial Training Vasu Singla, Sahil Singla, Soheil Feizi, David Jacobs

ICLR 2021 Perceptual Adversarial Robustness: Defense Against Unseen Threat Models Cassidy Laidlaw, Sahil Singla, Soheil Feizi

ICML 2021 Skew Orthogonal Convolutions Sahil Singla, Soheil Feizi

CVPR 2021 Understanding Failures of Deep Networks via Robust Feature Extraction Sahil Singla, Besmira Nushi, Shital Shah, Ece Kamar, Eric Horvitz

COLT 2020 Online Learning with Vector Costs and Bandits with Knapsacks Thomas Kesselheim, Sahil Singla

ICML 2020 Second-Order Provable Defenses Against Adversarial Attacks Sahil Singla, Soheil Feizi

ICML 2019 Understanding Impacts of High-Order Loss Approximations and Features in Deep Learning Interpretation Sahil Singla, Eric Wallace, Shi Feng, Soheil Feizi