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

Information theoretic limits of learning a sparse rule NIPS 2020
Instance-wise Feature Grouping NIPS 2020
All-or-nothing statistical and computational phase transitions in sparse spiked matrix estimation NIPS 2020
Conditioning and Processing: Techniques to Improve Information-Theoretic Generalization Bounds NIPS 2020
Inverse Learning of Symmetries NIPS 2020
Truthful Data Acquisition via Peer Prediction NIPS 2020
Graph Cross Networks with Vertex Infomax Pooling NIPS 2020
What Makes for Good Views for Contrastive Learning? NIPS 2020
Contrastive Variational Reinforcement Learning for Complex Observations CORL 2020
Bridging Imagination and Reality for Model-Based Deep Reinforcement Learning NIPS 2020
Deep Reinforcement and InfoMax Learning NIPS 2020
Graph Information Bottleneck NIPS 2020
Mutual information deep regularization for semi-supervised segmentation MIDL 2020
Telescoping Density-Ratio Estimation NIPS 2020
Multi-Fidelity Bayesian Optimization via Deep Neural Networks NIPS 2020
Latent Regularized Generative Dual Adversarial Network For Abnormal Detection IJCAI 2020
Mutual Information Based Knowledge Transfer Under State-Action Dimension Mismatch UAI 2020
Predicting Typological Features in WALS using Language Embeddings and Conditional Probabilities: ÚFAL Submission to the SIGTYP 2020 Shared Task EMNLP 2020
What Determines the Order of Verbal Dependents in Hindi? Effects of Efficiency in Comprehension and Production EMNLP 2020
Multi-Element Long Distance Dependencies: Using SPk Languages to Explore the Characteristics of Long-Distance Dependencies ACL 2019
Invariant Information Clustering for Unsupervised Image Classification and Segmentation ICCV 2019
Self-Supervised Representation Learning From Multi-Domain Data ICCV 2019
AVT: Unsupervised Learning of Transformation Equivariant Representations by Autoencoding Variational Transformations ICCV 2019
End-to-End Automatic Speech Recognition with a Reconstruction Criterion Using Speech-to-Text and Text-to-Speech Encoder-Decoders INTERSPEECH 2019
Learning Speaker Representations with Mutual Information INTERSPEECH 2019