conftrace_

mutual information

724 papers

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Also known as

MI

Co-occurring keywords

representation learning (6206) contrastive learning (4032) information theory (491) variational inference (2069) information bottleneck (229) unsupervised learning (3264) self-supervised learning (3777) variational autoencoder (1288) graph neural network (3962) disentangled representation (521)

Papers

Stochastic Curiosity Exploration for Dialogue Systems INTERSPEECH 2020
Mutual Information Estimation using LSH Sampling IJCAI 2020
Seen2Unseen at PARSEME Shared Task 2020: All Roads do not Lead to Unseen Verb-Noun VMWEs COLING 2020
Neural Transduction for Multilingual Lexical Translation COLING 2020
Measuring the Discrepancy between Conditional Distributions: Methods, Properties and Applications IJCAI 2020
Revisiting Probability Distribution Assumptions for Information Theoretic Feature Selection AAAI 2020
Better Long-Range Dependency By Bootstrapping A Mutual Information Regularizer AISTATS 2020
Learning Multi-Granular Hypergraphs for Video-Based Person Re-Identification CVPR 2020
Measuring Mutual Information Between All Pairs of Variables in Subquadratic Complexity AISTATS 2020
Adversarial Disentanglement with Grouped Observations AAAI 2020
Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model IJCAI 2020
Entropy Minimization In Emergent Languages ICML 2020
Exploring Category-Agnostic Clusters for Open-Set Domain Adaptation CVPR 2020
Vector-Quantized Autoregressive Predictive Coding INTERSPEECH 2020
Unsupervised Semantic Aggregation and Deformable Template Matching for Semi-Supervised Learning NIPS 2020
An Unsupervised Information-Theoretic Perceptual Quality Metric NIPS 2020
Bayesian Experimental Design for Implicit Models by Mutual Information Neural Estimation ICML 2020
FR-Train: A Mutual Information-Based Approach to Fair and Robust Training ICML 2020
Learning Discrete Structured Representations by Adversarially Maximizing Mutual Information ICML 2020
Information Theoretic Counterfactual Learning from Missing-Not-At-Random Feedback NIPS 2020
Information Maximization for Few-Shot Learning NIPS 2020
Self-Supervised Relational Reasoning for Representation Learning NIPS 2020
Sequential Bayesian Experimental Design with Variable Cost Structure NIPS 2020
Multi-label Contrastive Predictive Coding NIPS 2020
Learnability with Indirect Supervision Signals NIPS 2020