Towards a Theoretical Understanding of the Robustness of Variational
Autoencoders

Towards a Theoretical Understanding of the Robustness of Variational Autoencoders

14 July 2020

Stephen J. Roberts

Chris Holmes

Papers citing "Towards a Theoretical Understanding of the Robustness of Variational Autoencoders"

5 / 5 papers shown

Title
Support is All You Need for Certified VAE Training Changming Xu Debangshu Banerjee Deepak Vasisht Gagandeep Singh AAML 44 0 0 16 Apr 2025
Prototypical Self-Explainable Models Without Re-training Srishti Gautam Ahcène Boubekki Marina M.-C. Höhne Michael C. Kampffmeyer 34 2 0 13 Dec 2023
Flow Matching in Latent Space Quan Dao Hao Phung Binh Duc Nguyen Anh Tran 37 60 0 17 Jul 2023
Alleviating Adversarial Attacks on Variational Autoencoders with MCMC Anna Kuzina Max Welling Jakub M. Tomczak AAML DRL 31 12 0 18 Mar 2022
Diagnosing Vulnerability of Variational Auto-Encoders to Adversarial Attacks Anna Kuzina Max Welling Jakub M. Tomczak AAML DRL 33 10 0 10 Mar 2021