conftrace_

mutual information

724 papers

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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

Robot Data Curation with Mutual Information Estimators RSS 2025
GauSS-MI: Gaussian Splatting Shannon Mutual Information for Active 3D Reconstruction RSS 2025
Towards Better Robustness Against Natural Corruptions in Document Tampering Localization AAAI 2025
Conditional Information Bottleneck-Based Multivariate Time Series Forecasting IJCAI 2025
PEER Pressure: Model-to-Model Regularization for Single Source Domain Generalization CVPR 2025
Cross-Lingual Text-Rich Visual Comprehension: An Information Theory Perspective AAAI 2025
Doc-React: Multi-page Heterogeneous Document Question-answering ACL 2025
Evaluating Sequence Labeling on the basis of Information Theory ACL 2025
CARMA: Enhanced Compositionality in LLMs via Advanced Regularisation and Mutual Information Alignment EMNLP 2025
Data Distributional Properties As Inductive Bias for Systematic Generalization CVPR 2025
Using Information Theory to Characterize Prosodic Typology: The Case of Tone, Pitch-Accent and Stress-Accent ACL 2025
Morpheme Induction for Emergent Language EMNLP 2025
BTW: A Non-Parametric Variance Stabilization Framework for Multimodal Model Integration EMNLP 2025
Conditional Diffusion Models Based Conditional Independence Testing AAAI 2025
The Tug of War Within: Mitigating the Fairness-Privacy Conflicts in Large Language Models ACL 2025
Multi-aspect Self-guided Deep Information Bottleneck for Multi-modal Clustering AAAI 2025
ThinkAnswer Loss: Balancing Semantic Similarity and Exact Matching for LLM Reasoning Enhancement EMNLP 2025
Towards Universal Debiasing for Language Models-based Tabular Data Generation EMNLP 2025
Learning Joint Behaviors with Large Variations AAAI 2025
NoiseHGNN: Synthesized Similarity Graph-Based Neural Network for Noised Heterogeneous Graph Representation Learning AAAI 2025
Multi-Perspective Consolidation Enhanced Cognitive Diagnosis via Conditional Diffusion Model AAAI 2025
Diffusion Models for Attribution AAAI 2025
SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints AAAI 2025
Embodied Representation Alignment with Mirror Neurons ICCV 2025
CoSMIC: Continual Self-supervised Learning for Multi-Domain Medical Imaging via Conditional Mutual Information Maximization ICCV 2025