Improving Robustness via Tilted Exponential Layer: A Communication-Theoretic Perspective

2 November 2023

Papers citing "Improving Robustness via Tilted Exponential Layer: A Communication-Theoretic Perspective"

6 / 6 papers shown

Title
Empirical Advocacy of Bio-inspired Models for Robust Image Recognition Harshitha Machiraju Oh-hyeon Choung Michael H. Herzog P. Frossard AAML VLM OOD 16 6 0 18 May 2022
Robustness through Data Augmentation Loss Consistency Tianjian Huang Shaunak Halbe Chinnadhurai Sankar P. Amini Satwik Kottur A. Geramifard Meisam Razaviyayn Ahmad Beirami OOD 37 8 0 21 Oct 2021
Understanding and Improving Robustness of Vision Transformers through Patch-based Negative Augmentation Yao Qin Chiyuan Zhang Ting Chen Balaji Lakshminarayanan Alex Beutel Xuezhi Wang ViT 47 42 0 15 Oct 2021
On Tilted Losses in Machine Learning: Theory and Applications Tian Li Ahmad Beirami Maziar Sanjabi Virginia Smith 52 38 0 13 Sep 2021
RobustBench: a standardized adversarial robustness benchmark Francesco Croce Maksym Andriushchenko Vikash Sehwag Edoardo Debenedetti Nicolas Flammarion M. Chiang Prateek Mittal Matthias Hein VLM 222 676 0 19 Oct 2020
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,194 0 01 Sep 2014