publications

2021

1. CVPR Workshops

   Boosting Adversarial Robustness Using Feature Level Stochastic Smoothing

   Addepalli*, Sravanti, Jain*, Samyak, Sriramanan*, Gaurang, and Babu, R. Venkatesh

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops Jun 2021

2022

1. ECCV

   Scaling Adversarial Training to Large Perturbation Bounds

   Addepalli*, Sravanti, Jain*, Samyak, Sriramanan, Gaurang, and Radhakrishnan, Venkatesh Babu

   In 2022
2. NeurIPS

   Efficient and Effective Augmentation Strategy for Adversarial Training

   Addepalli*, Sravanti, Jain*, Samyak, and Radhakrishnan, Venkatesh Babu

   In 2022

2023

1. ICLR

   Mechanistically analyzing the effects of fine-tuning on procedurally defined tasks

   Jain, Samyak, Kirk, Robert, Lubana, Ekdeep Singh, Dick, Robert P, Tanaka, Hidenori, Grefenstette, Edward, Rocktäschel, Tim, and Krueger, David Scott

   arXiv preprint arXiv:2311.12786 2024
2. CVPR

   DART: Diversify-Aggregate-Repeat Training Improves Generalization of Neural Networks

   Jain*, Samyak, Addepalli*, Sravanti, Sahu, Pawan, Dey, Priyam, and Radhakrishnan, Venkatesh Babu

   In 2023