conftrace_

total correlation

12 papers

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TC

Co-occurring keywords

representation learning (6206) mutual information (724) variational autoencoder (1288) disentangled representation (521) information theory (491) latent representation (418) statistical dependency (12) cross-modal classification (2) pairwise clip (1) autoencoder architecture (26)

Papers

Contrasting with Symile: Simple Model-Agnostic Representation Learning for Unlimited Modalities NIPS 2024
Differential Privacy in Cooperative Multiagent Planning UAI 2023
Estimating Total Correlation with Mutual Information Estimators AISTATS 2023
A Deep Decomposable Model for Disentangling Syntax and Semantics in Sentence Representation EMNLP 2021
Multi-View Representation Learning via Total Correlation Objective NIPS 2021
Measuring Dependence with Matrix-based Entropy Functional AAAI 2021
Auto-Encoding Total Correlation Explanation AISTATS 2019
Learning Discrete and Continuous Factors of Data via Alternating Disentanglement ICML 2019
Practical and Consistent Estimation of f-Divergences NIPS 2019
Isolating Sources of Disentanglement in Variational Autoencoders NIPS 2018
Unsupervised Learning via Total Correlation Explanation IJCAI 2017
Deep Canonical Correlation Analysis ICML 2013