mutual information

SSMI: Semantic Similarity and Mutual Information Maximization Based Enhancement for Chinese NER AAAI 2023 TeSLA: Test-Time Self-Learning With Automatic Adversarial Augmentation CVPR 2023 The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning ICML 2023 Time-Independent Information-Theoretic Generalization Bounds for SGLD NeurIPS 2023 Toward Fairness in Text Generation via Mutual Information Minimization based on Importance Sampling AISTATS 2023 Towards Self-Interpretable Graph-Level Anomaly Detection NeurIPS 2023 Two Heads are Better Than One: A Simple Exploration Framework for Efficient Multi-Agent Reinforcement Learning NeurIPS 2023 Understanding Contrastive Learning via Distributionally Robust Optimization NeurIPS 2023 Understanding the Generalization Ability of Deep Learning Algorithms: A Kernelized Rényi's Entropy Perspective IJCAI 2023 Uniqueness of BP fixed point for the Potts model and applications to community detection COLT 2023 Variational Curriculum Reinforcement Learning for Unsupervised Discovery of Skills ICML 2023 Vision Language Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation ACL 2023 VLIS: Unimodal Language Models Guide Multimodal Language Generation EMNLP 2023 “World Knowledge” in Multiple Choice Reading Comprehension EACL 2023 3D Infomax improves GNNs for Molecular Property Prediction ICML 2022 A Differential Entropy Estimator for Training Neural Networks ICML 2022 Adversarial Examples Can Be Effective Data Augmentation for Unsupervised Machine Learning AAAI 2022 Adversarial-Free Speaker Identity-Invariant Representation Learning for Automatic Dysarthric Speech Classification Interspeech 2022 A Hierarchical Interactive Network for Joint Span-based Aspect-Sentiment Analysis COLING 2022 Alignment-guided Temporal Attention for Video Action Recognition NeurIPS 2022 Align Representations With Base: A New Approach to Self-Supervised Learning CVPR 2022 Alleviating Semantics Distortion in Unsupervised Low-Level Image-to-Image Translation via Structure Consistency Constraint CVPR 2022 An Empirical Study on Disentanglement of Negative-free Contrastive Learning NeurIPS 2022 An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning COLING 2022 An Information-theoretic Approach to Prompt Engineering Without Ground Truth Labels ACL 2022