mutual information

RMIB: Representation Matching Information Bottleneck for Matching Text Representations ICML 2024 Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels NeurIPS 2024 Separating common from salient patterns with Contrastive Representation Learning ICLR 2024 Settling Decentralized Multi-Agent Coordinated Exploration by Novelty Sharing AAAI 2024 Shedding Light on Large Generative Networks: Estimating Epistemic Uncertainty in Diffusion Models UAI 2024 Simplifying Latent Dynamics with Softly State-Invariant World Models NeurIPS 2024 Skill-aware Mutual Information Optimisation for Zero-shot Generalisation in Reinforcement Learning NeurIPS 2024 Slicing Mutual Information Generalization Bounds for Neural Networks ICML 2024 Sterling: Synergistic Representation Learning on Bipartite Graphs AAAI 2024 Studying the Interplay between Information Loss and Operation Loss in Representations for Classification JMLR 2024 Tabular Insights, Visual Impacts: Transferring Expertise from Tables to Images ICML 2024 Task Adaptation from Skills: Information Geometry, Disentanglement, and New Objectives for Unsupervised Reinforcement Learning ICLR 2024 Task-Agnostic Privacy-Preserving Representation Learning for Federated Learning against Attribute Inference Attacks AAAI 2024 Towards an Information Theoretic Framework of Context-Based Offline Meta-Reinforcement Learning NeurIPS 2024 Towards Tracing Trustworthiness Dynamics: Revisiting Pre-training Period of Large Language Models ACL 2024 Towards Understanding Evolving Patterns in Sequential Data NeurIPS 2024 Uncertainty-Aware Decision Transformer for Stochastic Driving Environments CoRL 2024 VOLTA: Improving Generative Diversity by Variational Mutual Information Maximizing Autoencoder NAACL 2024 What Makes Good Collaborative Views? Contrastive Mutual Information Maximization for Multi-Agent Perception AAAI 2024 Which Information Matters? Dissecting Human-written Multi-document Summaries with Partial Information Decomposition ACL 2024 p-value Adjustment for Monotonous, Unbiased, and Fast Clustering Comparison NeurIPS 2023 Action Recognition with Multi-stream Motion Modeling and Mutual Information Maximization IJCAI 2023 Active Learning in Bayesian Neural Networks with Balanced Entropy Learning Principle ICLR 2023 A Group Symmetric Stochastic Differential Equation Model for Molecule Multi-modal Pretraining ICML 2023 A Latent-Variable Model for Intrinsic Probing AAAI 2023