Alleviating Adversarial Attacks on Variational Autoencoders with MCMC

Alleviating Adversarial Attacks on Variational Autoencoders with MCMC

18 March 2022

Jakub M. Tomczak

Papers citing "Alleviating Adversarial Attacks on Variational Autoencoders with MCMC"

13 / 13 papers shown

Title
A Grey-box Attack against Latent Diffusion Model-based Image Editing by Posterior Collapse Zhongliang Guo Lei Fang Jingyu Lin Yifei Qian Shuai Zhao Zeyu Wang Zeyu Wang Cunjian Chen Ognjen Arandjelović Chun Pong Lau DiffM AAML 66 8 0 20 Aug 2024
Diagnosing Vulnerability of Variational Auto-Encoders to Adversarial Attacks Anna Kuzina Max Welling Jakub M. Tomczak AAML DRL 46 10 0 10 Mar 2021
Certifiably Robust Variational Autoencoders Ben Barrett A. Camuto M. Willetts Tom Rainforth AAML DRL 34 15 0 15 Feb 2021
Autoencoding Variational Autoencoder A. Cemgil Sumedh Ghaisas Krishnamurthy Dvijotham Sven Gowal Pushmeet Kohli DRL BDL 38 42 0 07 Dec 2020
Towards a Theoretical Understanding of the Robustness of Variational Autoencoders A. Camuto M. Willetts Stephen J. Roberts Chris Holmes Tom Rainforth AAML DRL 39 30 0 14 Jul 2020
On Adaptive Attacks to Adversarial Example Defenses Florian Tramèr Nicholas Carlini Wieland Brendel Aleksander Madry AAML 172 827 0 19 Feb 2020
Adversarial Attacks on Variational Autoencoders George Gondim-Ribeiro Pedro Tabacof Eduardo Valle AAML DRL 24 43 0 12 Jun 2018
Disentangling by Factorising Hyunjik Kim A. Mnih CoGe OOD 37 1,336 0 16 Feb 2018
Neural Discrete Representation Learning Aaron van den Oord Oriol Vinyals Koray Kavukcuoglu BDL SSL OCL 139 4,928 0 02 Nov 2017
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 101 8,807 0 25 Aug 2017
DARLA: Improving Zero-Shot Transfer in Reinforcement Learning I. Higgins Arka Pal Andrei A. Rusu Loic Matthey Christopher P. Burgess Alexander Pritzel M. Botvinick Charles Blundell Alexander Lerchner DRL 91 413 0 26 Jul 2017
Importance Weighted Autoencoders Yuri Burda Roger C. Grosse Ruslan Salakhutdinov BDL 189 1,240 0 01 Sep 2015
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 137 12,384 0 24 Jun 2012