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

Information Theoretic Lower Bounds for Information Theoretic Upper Bounds NIPS 2023
Generalized Information-theoretic Multi-view Clustering NIPS 2023
Denoising Bottleneck with Mutual Information Maximization for Video Multimodal Fusion ACL 2023
Understanding the Generalization Ability of Deep Learning Algorithms: A Kernelized Rényi's Entropy Perspective IJCAI 2023
Fast Variational Estimation of Mutual Information for Implicit and Explicit Likelihood Models AISTATS 2023
Rethinking Negative Pairs in Code Search EMNLP 2023
Semantic Strengthening of Neuro-Symbolic Learning AISTATS 2023
Action Recognition with Multi-stream Motion Modeling and Mutual Information Maximization IJCAI 2023
Bidirectional Alignment for Domain Adaptive Detection with Transformers ICCV 2023
GreedyCAS: Unsupervised Scientific Abstract Segmentation with Normalized Mutual Information EMNLP 2023
An Information Theory Perspective on Variance-Invariance-Covariance Regularization NIPS 2023
GPLight: Grouped Multi-agent Reinforcement Learning for Large-scale Traffic Signal Control IJCAI 2023
Fair Representation Learning with Unreliable Labels AISTATS 2023
Bayesian Active Causal Discovery with Multi-Fidelity Experiments NIPS 2023
Cross-view Topology Based Consistent and Complementary Information for Deep Multi-view Clustering ICCV 2023
Improved Training of Deep Text Clustering EMNLP 2023
Generalizing Few-Shot Named Entity Recognizers to Unseen Domains with Type-Related Features EMNLP 2023
GenerTTS: Pronunciation Disentanglement for Timbre and Style Generalization in Cross-Lingual Text-to-Speech INTERSPEECH 2023
Prototypical Model with Information-Theoretic Loss Functions for Generalized Zero-Shot Learning ACML 2023
M3Seg: A Maximum-Minimum Mutual Information Paradigm for Unsupervised Topic Segmentation in ASR Transcripts EMNLP 2023
Alignment via Mutual Information EMNLP 2023
Estimating Total Correlation with Mutual Information Estimators AISTATS 2023
JacobiNeRF: NeRF Shaping With Mutual Information Gradients CVPR 2023
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-training ACL 2023
Contrastive Learning Meets Homophily: Two Birds with One Stone ICML 2023