Biologically Inspired Mechanisms for Adversarial Robustness

Biologically Inspired Mechanisms for Adversarial Robustness

29 June 2020

Andrzej Banburski

Papers citing "Biologically Inspired Mechanisms for Adversarial Robustness"

13 / 13 papers shown

Title
Training on Foveated Images Improves Robustness to Adversarial Attacks Muhammad Ahmed Shah Bhiksha Raj AAML 38 4 0 01 Aug 2023
LSFSL: Leveraging Shape Information in Few-shot Learning Deepan Padmanabhan Shruthi Gowda Elahe Arani Bahram Zonooz 31 6 0 13 Apr 2023
A Rubric for Human-like Agents and NeuroAI Ida Momennejad 57 14 0 08 Dec 2022
Finding Biological Plausibility for Adversarially Robust Features via Metameric Tasks A. Harrington Arturo Deza OOD AAML 27 20 0 02 Feb 2022
On the use of Cortical Magnification and Saccades as Biological Proxies for Data Augmentation Binxu Wang David Mayo Arturo Deza Andrei Barbu C. Conwell 33 12 0 14 Dec 2021
Advances in adversarial attacks and defenses in computer vision: A survey Naveed Akhtar Ajmal Mian Navid Kardan M. Shah AAML 31 236 0 01 Aug 2021
Adversarial Visual Robustness by Causal Intervention Kaihua Tang Ming Tao Hanwang Zhang CML AAML 27 21 0 17 Jun 2021
FoveaTer: Foveated Transformer for Image Classification Aditya Jonnalagadda Wei Wang B. S. Manjunath Miguel P. Eckstein ViT 38 23 0 29 May 2021
Bio-inspired Robustness: A Review Harshitha Machiraju Oh-hyeon Choung P. Frossard Michael H. Herzog AAML 30 1 0 16 Mar 2021
Optimism in the Face of Adversity: Understanding and Improving Deep Learning through Adversarial Robustness Guillermo Ortiz-Jiménez Apostolos Modas Seyed-Mohsen Moosavi-Dezfooli P. Frossard AAML 29 48 0 19 Oct 2020
Emergent Properties of Foveated Perceptual Systems Arturo Deza Talia Konkle 24 45 0 14 Jun 2020
Regularity Normalization: Neuroscience-Inspired Unsupervised Attention across Neural Network Layers Baihan Lin 16 2 0 27 Feb 2019
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 308 5,842 0 08 Jul 2016