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

NoiseHGNN: Synthesized Similarity Graph-Based Neural Network for Noised Heterogeneous Graph Representation Learning AAAI 2025
Towards Universal Debiasing for Language Models-based Tabular Data Generation EMNLP 2025
SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints AAAI 2025
A Mutual Information Perspective on Knowledge Graph Embedding ACL 2025
Robot Data Curation with Mutual Information Estimators RSS 2025
Conditional Diffusion Models Based Conditional Independence Testing AAAI 2025
ThinkAnswer Loss: Balancing Semantic Similarity and Exact Matching for LLM Reasoning Enhancement EMNLP 2025
CmEAA: Cross-modal Enhancement and Alignment Adapter for Radiology Report Generation COLING 2025
Modeling Bottom-up Information Quality during Language Processing EMNLP 2025
Towards an Information Theoretic Framework of Context-Based Offline Meta-Reinforcement Learning NIPS 2024
InfoMatch: Entropy Neural Estimation for Semi-Supervised Image Classification IJCAI 2024
Exploration by Learning Diverse Skills through Successor State Representations NIPS 2024
COSMIC: Mutual Information for Task-Agnostic Summarization Evaluation ACL 2024
Differentiable Information Bottleneck for Deterministic Multi-view Clustering CVPR 2024
Diversity Is Not All You Need: Training A Robust Cooperative Agent Needs Specialist Partners NIPS 2024
Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels NIPS 2024
A versatile informative diffusion model for single-cell ATAC-seq data generation and analysis NIPS 2024
Learning Invariant Inter-pixel Correlations for Superpixel Generation AAAI 2024
Context versus Prior Knowledge in Language Models ACL 2024
A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets NIPS 2024
Privacy-Constrained Policies via Mutual Information Regularized Policy Gradients AISTATS 2024
Interpretability Guarantees with Merlin-Arthur Classifiers AISTATS 2024
Reimagining Mutual Information for Enhanced Defense against Data Leakage in Collaborative Inference NIPS 2024
Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment Analysis with Incomplete Modalities CVPR 2024
Identifying Confounding from Causal Mechanism Shifts AISTATS 2024