mutual information

Algorithm-Dependent Bounds for Representation Learning of Multi-Source Domain Adaptation AISTATS 2023 Alignment via Mutual Information CoNLL 2023 A Mutual Information-based Approach to Quantifying Logography in Japanese and Sumerian ACL 2023 An Information Theory Perspective on Variance-Invariance-Covariance Regularization NeurIPS 2023 A Rigorous Information-Theoretic Definition of Redundancy and Relevancy in Feature Selection Based on (Partial) Information Decomposition JMLR 2023 A Strong Baseline for Generalized Few-Shot Semantic Segmentation CVPR 2023 A unified framework for information-theoretic generalization bounds NeurIPS 2023 Bayesian Active Causal Discovery with Multi-Fidelity Experiments NeurIPS 2023 Beam Search Optimized Batch Bayesian Active Learning AAAI 2023 Behavior Contrastive Learning for Unsupervised Skill Discovery ICML 2023 Beyond Normal: On the Evaluation of Mutual Information Estimators NeurIPS 2023 Bidirectional Alignment for Domain Adaptive Detection with Transformers ICCV 2023 Cell Variational Information Bottleneck Network ACML 2023 ClusT3: Information Invariant Test-Time Training ICCV 2023 Conceptual Reinforcement Learning for Language-Conditioned Tasks AAAI 2023 Context Shift Reduction for Offline Meta-Reinforcement Learning NeurIPS 2023 Contrastive Learning Meets Homophily: Two Birds with One Stone ICML 2023 Cross-Modality Person Re-identification with Memory-Based Contrastive Embedding AAAI 2023 Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-training ACL 2023 Cross-view Topology Based Consistent and Complementary Information for Deep Multi-view Clustering ICCV 2023 Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric CVPR 2023 Deep Graph Structural Infomax AAAI 2023 Denoising Bottleneck with Mutual Information Maximization for Video Multimodal Fusion ACL 2023 Dichotomy of Control: Separating What You Can Control from What You Cannot ICLR 2023 DIET: Conditional independence testing with marginal dependence measures of residual information AISTATS 2023