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

Mutual-Information Regularized Multi-Agent Policy Iteration NIPS 2023
Cross-Modality Person Re-identification with Memory-Based Contrastive Embedding AAAI 2023
Local-Global Defense against Unsupervised Adversarial Attacks on Graphs AAAI 2023
Prototypical Model with Information-Theoretic Loss Functions for Generalized Zero-Shot Learning ACML 2023
Multi-View MOOC Quality Evaluation via Information-Aware Graph Representation Learning AAAI 2023
Invariant Representations with Stochastically Quantized Neural Networks AAAI 2023
A Latent-Variable Model for Intrinsic Probing AAAI 2023
Reducing Sentiment Bias in Pre-trained Sentiment Classification via Adaptive Gumbel Attack AAAI 2023
Fair Representation Learning for Recommendation: A Mutual Information Perspective AAAI 2023
ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background Segmentation AAAI 2023
Algorithm-Dependent Bounds for Representation Learning of Multi-Source Domain Adaptation AISTATS 2023
Robust Image Steganography: Hiding Messages in Frequency Coefficients AAAI 2023
Information Maximization Perspective of Orthogonal Matching Pursuit with Applications to Explainable AI NIPS 2023
Time-Independent Information-Theoretic Generalization Bounds for SGLD NIPS 2023
Beam Search Optimized Batch Bayesian Active Learning AAAI 2023
InfoCD: A Contrastive Chamfer Distance Loss for Point Cloud Completion NIPS 2023
Dual Mutual Information Constraints for Discriminative Clustering AAAI 2023
Behavior Contrastive Learning for Unsupervised Skill Discovery ICML 2023
Variational Curriculum Reinforcement Learning for Unsupervised Discovery of Skills ICML 2023
Learning to Maximize Mutual Information for Dynamic Feature Selection ICML 2023
GFlowNet Foundations JMLR 2023
Nearest-Neighbor Sampling Based Conditional Independence Testing AAAI 2023
Understanding Contrastive Learning via Distributionally Robust Optimization NIPS 2023
Rethinking Alignment and Uniformity in Unsupervised Image Semantic Segmentation AAAI 2023
A Rigorous Information-Theoretic Definition of Redundancy and Relevancy in Feature Selection Based on (Partial) Information Decomposition JMLR 2023