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

Towards an Information Theoretic Framework of Context-Based Offline Meta-Reinforcement Learning NIPS 2024
Learning Invariant Inter-pixel Correlations for Superpixel Generation AAAI 2024
MITFAS: Mutual Information Based Temporal Feature Alignment and Sampling for Aerial Video Action Recognition WACV 2024
Sterling: Synergistic Representation Learning on Bipartite Graphs AAAI 2024
On Regularized Radon-Nikodym Differentiation JMLR 2024
Information-Theoretic Generalization Bounds for Transductive Learning and its Applications JMLR 2024
Multi-Modal Hallucination Control by Visual Information Grounding CVPR 2024
Studying the Interplay between Information Loss and Operation Loss in Representations for Classification JMLR 2024
Double InfoGAN for Contrastive Analysis AISTATS 2024
Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment Analysis with Incomplete Modalities CVPR 2024
Differentiable Information Bottleneck for Deterministic Multi-view Clustering CVPR 2024
Task-Agnostic Privacy-Preserving Representation Learning for Federated Learning against Attribute Inference Attacks AAAI 2024
Settling Decentralized Multi-Agent Coordinated Exploration by Novelty Sharing AAAI 2024
Learning Efficient and Robust Multi-Agent Communication via Graph Information Bottleneck AAAI 2024
Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement NIPS 2024
Enhancing Post-training Quantization Calibration through Contrastive Learning CVPR 2024
Disentangled Unsupervised Skill Discovery for Efficient Hierarchical Reinforcement Learning NIPS 2024
What Makes Good Collaborative Views? Contrastive Mutual Information Maximization for Multi-Agent Perception AAAI 2024
Measuring Mutual Policy Divergence for Multi-Agent Sequential Exploration NIPS 2024
An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation ACL 2024
COSMIC: Mutual Information for Task-Agnostic Summarization Evaluation ACL 2024
Fair Representation Learning for Recommendation: A Mutual Information Perspective AAAI 2023
InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling AAAI 2023
Quantifying aleatoric and epistemic uncertainty in machine learning: Are conditional entropy and mutual information appropriate measures? UAI 2023
Robust Image Steganography: Hiding Messages in Frequency Coefficients AAAI 2023