Learning Hierarchical Priors in VAEs

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Learning Hierarchical Priors in VAEs

13 May 2019

Patrick van der Smagt

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Papers citing "Learning Hierarchical Priors in VAEs"

12 / 62 papers shown

Title
A Contrastive Learning Approach for Training Variational Autoencoder Priors J. Aneja Alex Schwing Jan Kautz Arash Vahdat DRL 122 83 0 06 Oct 2020
LaDDer: Latent Data Distribution Modelling with a Generative Prior Shuyu Lin R. Clark DRL 100 4 0 31 Aug 2020
Self-Reflective Variational Autoencoder Ifigeneia Apostolopoulou Elan Rosenfeld A. Dubrawski OOD BDL DRL 52 0 0 10 Jul 2020
NVAE: A Deep Hierarchical Variational Autoencoder Arash Vahdat Jan Kautz BDL 132 919 0 08 Jul 2020
Manifolds for Unsupervised Visual Anomaly Detection Louise Naud Alexander Lavin DRL 79 6 0 19 Jun 2020
To Regularize or Not To Regularize? The Bias Variance Trade-off in Regularized AEs A. Mondal Himanshu Asnani Parag Singla A. Prathosh DRL 35 1 0 10 Jun 2020
ControlVAE: Controllable Variational Autoencoder Huajie Shao Shuochao Yao Dachun Sun Aston Zhang Shengzhong Liu Dongxin Liu Jianing Wang Tarek Abdelzaher DiffM DRL 70 2 0 13 Apr 2020
Predicting the Popularity of Micro-videos with Multimodal Variational Encoder-Decoder Framework Yaochen Zhu Jiayi Xie Zhenzhong Chen 32 22 0 28 Mar 2020
Variational Autoencoders with Riemannian Brownian Motion Priors Dimitris Kalatzis David Eklund Georgios Arvanitidis Søren Hauberg BDL DRL 135 49 0 12 Feb 2020
Learning Flat Latent Manifolds with VAEs Nutan Chen Alexej Klushyn Francesco Ferroni Justin Bayer Patrick van der Smagt DRL 83 42 0 12 Feb 2020
MaskAAE: Latent space optimization for Adversarial Auto-Encoders A. Mondal Sankalan Pal Chowdhury Aravind Jayendran Parag Singla Himanshu Asnani P. PrathoshA. GAN DRL 17 0 0 10 Dec 2019
Prior Specification for Bayesian Matrix Factorization via Prior Predictive Matching Eliezer de Souza da Silva Tomasz Kuśmierczyk M. Hartmann Arto Klami 42 2 0 27 Oct 2019