mutual information

Normalizing Mutual Information for Robust Adaptive Training for Translation EMNLP 2022 Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency CVPR 2022 On Linear Model with Markov Signal Priors AISTATS 2022 Online Continual Learning through Mutual Information Maximization ICML 2022 Open-Ended Reinforcement Learning with Neural Reward Functions NeurIPS 2022 Optimal Positive Generation via Latent Transformation for Contrastive Learning NeurIPS 2022 PLATINUM: Semi-Supervised Model Agnostic Meta-Learning using Submodular Mutual Information ICML 2022 PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration ICML 2022 Predicting Speech Intelligibility using the Spike Acativity Mutual Information Index Interspeech 2022 Rate-Distortion Theoretic Generalization Bounds for Stochastic Learning Algorithms COLT 2022 Representation Learning for Conversational Data using Discourse Mutual Information Maximization NAACL 2022 Representation Learning for Maximization of MI, Nonlinear ICA and Nonlinear Subspaces with Robust Density Ratio Estimation JMLR 2022 Rethinking InfoNCE: How Many Negative Samples Do You Need? IJCAI 2022 Rethinking Minimal Sufficient Representation in Contrastive Learning CVPR 2022 Robust Contrastive Learning Against Noisy Views CVPR 2022 Scalable Infomin Learning NeurIPS 2022 Selective Regression under Fairness Criteria ICML 2022 Self-Labeling Framework for Novel Category Discovery over Domains AAAI 2022 Self-Supervised Learning with an Information Maximization Criterion NeurIPS 2022 Semantic Feature Extraction for Generalized Zero-Shot Learning AAAI 2022 SepIt: Approaching a Single Channel Speech Separation Bound Interspeech 2022 Sequential and Parallel Constrained Max-value Entropy Search via Information Lower Bound ICML 2022 Spatial-Channel Token Distillation for Vision MLPs ICML 2022 Specializing Multi-domain NMT via Penalizing Low Mutual Information EMNLP 2022 Spectral Unsupervised Domain Adaptation for Visual Recognition CVPR 2022