Certifiably Robust Variational Autoencoders

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Certifiably Robust Variational Autoencoders

15 February 2021

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Papers citing "Certifiably Robust Variational Autoencoders"

13 / 13 papers shown

Title
SDP-CROWN: Efficient Bound Propagation for Neural Network Verification with Tightness of Semidefinite Programming Hong-Ming Chiu Hao Chen Huan Zhang Richard Y. Zhang 10 0 0 07 Jun 2025
ALMA: Aggregated Lipschitz Maximization Attack on Auto-encoders Chethan Krishnamurthy Ramanaik Arjun Roy Eirini Ntoutsi AAML 45 0 0 06 May 2025
Support is All You Need for Certified VAE Training Changming Xu Debangshu Banerjee Deepak Vasisht Gagandeep Singh AAML 66 0 0 16 Apr 2025
Whispering Under the Eaves: Protecting User Privacy Against Commercial and LLM-powered Automatic Speech Recognition Systems Weifei Jin Yuxin Cao Junjie Su Derui Wang Yedi Zhang Minhui Xue Jie Hao Jin Song Dong Yixian Yang AAML 73 0 0 01 Apr 2025
Statistical Guarantees for Variational Autoencoders using PAC-Bayesian Theory S. Mbacke Florence Clerc Pascal Germain DRL 104 13 0 07 Oct 2023
Vacant Holes for Unsupervised Detection of the Outliers in Compact Latent Representation Misha Glazunov Apostolis Zarras AAML DRL 45 1 0 16 Jun 2023
Adversarial Robustness in Unsupervised Machine Learning: A Systematic Review Mathias Lundteigen Mohus Jinyue Li AAML 77 1 0 01 Jun 2023
Adversarial robustness of amortized Bayesian inference Manuel Glöckler Michael Deistler Jakob H. Macke AAML 92 16 0 24 May 2023
Controlling Posterior Collapse by an Inverse Lipschitz Constraint on the Decoder Network Yuri Kinoshita Kenta Oono Kenji Fukumizu Yuichi Yoshida S. Maeda DRL BDL 66 2 0 25 Apr 2023
Alleviating Adversarial Attacks on Variational Autoencoders with MCMC Anna Kuzina Max Welling Jakub M. Tomczak AAML DRL 82 12 0 18 Mar 2022
Model Inversion Attack against Transfer Learning: Inverting a Model without Accessing It Dayong Ye Huiqiang Chen Shuai Zhou Tianqing Zhu Wanlei Zhou S. Ji MIACV 69 6 0 13 Mar 2022
Variational Autoencoders: A Harmonic Perspective A. Camuto M. Willetts DRL 51 1 0 31 May 2021
Improving Transformation Invariance in Contrastive Representation Learning Adam Foster Rattana Pukdee Tom Rainforth 102 23 0 19 Oct 2020