C$^2$VAE: Gaussian Copula-based VAE Differing Disentangled from Coupled
Representations with Contrastive Posterior

C $^2$ VAE: Gaussian Copula-based VAE Differing Disentangled from Coupled Representations with Contrastive Posterior

23 September 2023

Papers citing "C$^2$VAE: Gaussian Copula-based VAE Differing Disentangled from Coupled Representations with Contrastive Posterior"

16 / 16 papers shown

Title
Disentangling Learning Representations with Density Estimation Eric C. Yeats Frank Liu Hai Helen Li BDL DRL CML 101 2 0 08 Feb 2023
Continual Variational Autoencoder Learning via Online Cooperative Memorization Fei Ye A. Bors CLL 70 17 0 20 Jul 2022
Deep Generative model with Hierarchical Latent Factors for Time Series Anomaly Detection Cristian Challu Peihong Jiang Ying Nian Wu Laurent Callot BDL AI4TS 41 28 0 15 Feb 2022
Multiband VAE: Latent Space Alignment for Knowledge Consolidation in Continual Learning Kamil Deja Pawel Wawrzyñski Wojciech Masarczyk Daniel Marczak Tomasz Trzciñski CLL 48 4 0 23 Jun 2021
Adversarial and Contrastive Variational Autoencoder for Sequential Recommendation Zhe Xie Chengxuan Liu Yichi Zhang Hongtao Lu Dong Wang Yue Ding BDL DRL 63 93 0 19 Mar 2021
Measuring Disentanglement: A Review of Metrics M. Carbonneau Julian Zaïdi Jonathan Boilard G. Gagnon CoGe DRL 55 84 0 16 Dec 2020
NVAE: A Deep Hierarchical Variational Autoencoder Arash Vahdat Jan Kautz BDL 69 910 0 08 Jul 2020
Progressive Learning and Disentanglement of Hierarchical Representations Zhiyuan Li J. Murkute P. Gyawali Linwei Wang DRL 44 40 0 24 Feb 2020
High-Dimensional Multivariate Forecasting with Low-Rank Gaussian Copula Processes David Salinas Michael Bohlke-Schneider Laurent Callot Roberto Medico Jan Gasthaus AI4TS 61 227 0 07 Oct 2019
Modeling Tabular data using Conditional GAN Lei Xu Maria Skoularidou Alfredo Cuesta-Infante K. Veeramachaneni CML MU SyDa GAN 111 1,255 0 01 Jul 2019
DIVA: Domain Invariant Variational Autoencoders Maximilian Ilse Jakub M. Tomczak Christos Louizos Max Welling DRL OOD 68 202 0 24 May 2019
Contrastive Variational Autoencoder Enhances Salient Features Abubakar Abid James Zou DRL 47 65 0 12 Feb 2019
Disentangling by Factorising Hyunjik Kim A. Mnih CoGe OOD 62 1,348 0 16 Feb 2018
Neural Discrete Representation Learning Aaron van den Oord Oriol Vinyals Koray Kavukcuoglu BDL SSL OCL 226 5,008 0 02 Nov 2017
Importance Weighted Autoencoders Yuri Burda Roger C. Grosse Ruslan Salakhutdinov BDL 268 1,245 0 01 Sep 2015
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 256 12,435 0 24 Jun 2012