conftrace_

mutual information

724 papers

Explore in graph

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

Modeling Dialogues with Hashcode Representations: A Nonparametric Approach AAAI 2020
Mask & Focus: Conversation Modelling by Learning Concepts AAAI 2020
Multi-View Consistency for Relation Extraction via Mutual Information and Structure Prediction AAAI 2020
DRMIME: Differentiable Mutual Information and Matrix Exponential for Multi-Resolution Image Registration MIDL 2020
Classification with Rejection: Scaling Generative Classifiers with Supervised Deep Infomax IJCAI 2020
Hierarchical Instance Feature Alignment for 2D Image-Based 3D Shape Retrieval IJCAI 2020
Estimating Mutual Information Between Dense Word Embeddings ACL 2020
Adversarial Mutual Information Learning for Network Embedding IJCAI 2020
Generative Adversarial Regularized Mutual Information Policy Gradient Framework for Automatic Diagnosis AAAI 2020
Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs ACL 2020
Improving Disentangled Text Representation Learning with Information-Theoretic Guidance ACL 2020
Addressing Posterior Collapse with Mutual Information for Improved Variational Neural Machine Translation ACL 2020
Information-Theoretic Probing for Linguistic Structure ACL 2020
Structure-Aware Feature Fusion for Unsupervised Domain Adaptation AAAI 2020
Exploiting Mutual Information for Substructure-aware Graph Representation Learning IJCAI 2020
Active Ordinal Querying for Tuplewise Similarity Learning AAAI 2020
Unsupervised Attributed Multiplex Network Embedding AAAI 2020
Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip AAAI 2020
Adversarial Mutual Information for Text Generation ICML 2020
Learning Adversarially Robust Representations via Worst-Case Mutual Information Maximization ICML 2020
CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information ICML 2020
Invariant Rationalization ICML 2020
Adversarial Separation and Adaptation Network for Far-Field Speaker Verification INTERSPEECH 2020
Neural Methods for Point-wise Dependency Estimation NIPS 2020
Improving generalization by controlling label-noise information in neural network weights ICML 2020