Contrastive Variational Autoencoder Enhances Salient Features

12 February 2019

Papers citing "Contrastive Variational Autoencoder Enhances Salient Features"

24 / 24 papers shown

Title
Disentangling Interpretable Factors with Supervised Independent Subspace Principal Component Analysis Jiayu Su David A. Knowles Raul Rabadan 82 1 0 31 Oct 2024
SimSiam Naming Game: A Unified Approach for Representation Learning and Emergent Communication Nguyen Le Hoang T. Taniguchi Fang Tianwei Akira Taniguchi 93 1 0 29 Oct 2024
Clustering-friendly Representation Learning for Enhancing Salient Features Toshiyuki Oshima Kentaro Takagi Kouta Nakata SSL 49 0 0 09 Aug 2024
Contrastive independent component analysis Kexin Wang Aida Maraj A. Seigal CML 100 1 0 02 Jul 2024
Separating common from salient patterns with Contrastive Representation Learning Robin Louiset Edouard Duchesnay Antoine Grigis Pietro Gori SSL DRL 107 1 0 19 Feb 2024
Double InfoGAN for Contrastive Analysis Florence Carton Robin Louiset Pietro Gori 54 3 0 31 Jan 2024
Toward the Identifiability of Comparative Deep Generative Models Romain Lopez Jan-Christian Huetter Ehsan Hajiramezanali Jonathan Pritchard Aviv Regev 80 2 0 29 Jan 2024
SwitchTab: Switched Autoencoders Are Effective Tabular Learners Jing Wu Suiyao Chen Qi Zhao Renat Sergazinov Chen Li ... Tianpei Xie Hanqing Guo Cheng Ji Daniel Cociorva Hakan Brunzel SSL 106 46 0 04 Jan 2024
Feature Selection in the Contrastive Analysis Setting Ethan Weinberger Ian Covert Su-In Lee 60 2 0 27 Oct 2023
C $^2$ VAE: Gaussian Copula-based VAE Differing Disentangled from Coupled Representations with Contrastive Posterior Zhangkai Wu LongBing Cao CoGe CML DRL 87 1 0 23 Sep 2023
SepVAE: a contrastive VAE to separate pathological patterns from healthy ones Robin Louiset Edouard Duchesnay Antoine Grigis Benoit Dufumier Pietro Gori DRL 129 5 0 12 Jul 2023
Autism Spectrum Disorder Classification with Interpretability in Children based on Structural MRI Features Extracted using Contrastive Variational Autoencoder Ruimin Ma Ruitao Xie Yanlin Wang Jintao Meng Yanjie Wei Wenhui Xi Yi-Lun Pan 34 7 0 03 Jul 2023
Multimodal Understanding Through Correlation Maximization and Minimization Yi Shi Marc Niethammer 53 0 0 04 May 2023
Uncertainty Inspired Underwater Image Enhancement Zhenqi Fu Wu Wang Yue Huang Xinghao Ding K. Ma 64 138 0 20 Jul 2022
Moment Matching Deep Contrastive Latent Variable Models Ethan Weinberger Nicasia Beebe-Wang Su-In Lee 84 17 0 21 Feb 2022
Capturing patterns of variation unique to a specific dataset Robin Tu Alex Foss S. Zhao 26 3 0 16 Apr 2021
Uncertainty Inspired RGB-D Saliency Detection Jing Zhang Deng-Ping Fan Yuchao Dai Saeed Anwar F. Saleh S. Aliakbarian Nick Barnes UQCV 86 130 0 07 Sep 2020
A Visual Analytics Framework for Contrastive Network Analysis Takanori Fujiwara Jian Zhao Francine Chen K. Ma 48 12 0 01 Aug 2020
Contrastive Multiple Correspondence Analysis (cMCA): Using Contrastive Learning to Identify Latent Subgroups in Political Parties Takanori Fujiwara Tzu-Ping Liu 52 4 0 09 Jul 2020
Network Comparison with Interpretable Contrastive Network Representation Learning Takanori Fujiwara Jian Zhao Francine Chen Yaoliang Yu K. Ma 43 5 0 25 May 2020
UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders Jing Zhang Deng-Ping Fan Yuchao Dai Saeed Anwar F. Saleh Tong Zhang Nick Barnes UQCV 98 324 0 13 Apr 2020
NestedVAE: Isolating Common Factors via Weak Supervision M. Vowels Necati Cihan Camgöz Richard Bowden CML DRL 94 22 0 26 Feb 2020
Noise Contrastive Variational Autoencoders O. Ganea Yashas Annadani Gary Bécigneul DRL 30 0 0 23 Jul 2019
Supporting Analysis of Dimensionality Reduction Results with Contrastive Learning Takanori Fujiwara Oh-Hyun Kwon K. Ma 107 79 0 10 May 2019