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

Alignment via Mutual Information EMNLP 2023
GreedyCAS: Unsupervised Scientific Abstract Segmentation with Normalized Mutual Information EMNLP 2023
Non-parallel Accent Transfer based on Fine-grained Controllable Accent Modelling EMNLP 2023
FedCR: Personalized Federated Learning Based on Across-Client Common Representation with Conditional Mutual Information Regularization ICML 2023
Toward Fairness in Text Generation via Mutual Information Minimization based on Importance Sampling AISTATS 2023
The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning ICML 2023
A Group Symmetric Stochastic Differential Equation Model for Molecule Multi-modal Pretraining ICML 2023
How Does Information Bottleneck Help Deep Learning? ICML 2023
InfoOT: Information Maximizing Optimal Transport ICML 2023
M3Seg: A Maximum-Minimum Mutual Information Paradigm for Unsupervised Topic Segmentation in ASR Transcripts EMNLP 2023
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-training ACL 2023
InfoDiffusion: Representation Learning Using Information Maximizing Diffusion Models ICML 2023
Contrastive Learning Meets Homophily: Two Birds with One Stone ICML 2023
DIET: Conditional independence testing with marginal dependence measures of residual information AISTATS 2023
A Mutual Information-based Approach to Quantifying Logography in Japanese and Sumerian ACL 2023
VLIS: Unimodal Language Models Guide Multimodal Language Generation EMNLP 2023
Rethinking Negative Pairs in Code Search EMNLP 2023
Information Maximization Perspective of Orthogonal Matching Pursuit with Applications to Explainable AI NIPS 2023
RevUp: Revise and Update Information Bottleneck for Event Representation EACL 2023
Fast Variational Estimation of Mutual Information for Implicit and Explicit Likelihood Models AISTATS 2023
Semantic Strengthening of Neuro-Symbolic Learning AISTATS 2023
Generalization Bounds using Data-Dependent Fractal Dimensions ICML 2023
Fair Representation Learning with Unreliable Labels AISTATS 2023
MIM4DD: Mutual Information Maximization for Dataset Distillation NIPS 2023
GenerTTS: Pronunciation Disentanglement for Timbre and Style Generalization in Cross-Lingual Text-to-Speech INTERSPEECH 2023