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

Improving Adversarial Robustness via Mutual Information Estimation ICML 2022
3D Infomax improves GNNs for Molecular Property Prediction ICML 2022
LSB: Local Self-Balancing MCMC in Discrete Spaces ICML 2022
A Differential Entropy Estimator for Training Neural Networks ICML 2022
Invariant Information Bottleneck for Domain Generalization AAAI 2022
Vision-Language Pre-Training With Triple Contrastive Learning CVPR 2022
Align Representations With Base: A New Approach to Self-Supervised Learning CVPR 2022
PLATINUM: Semi-Supervised Model Agnostic Meta-Learning using Submodular Mutual Information ICML 2022
Rethinking Minimal Sufficient Representation in Contrastive Learning CVPR 2022
Improving Subgraph Recognition With Variational Graph Information Bottleneck CVPR 2022
Frustratingly Easy Transferability Estimation ICML 2022
Spectral Unsupervised Domain Adaptation for Visual Recognition CVPR 2022
Mutual Information-Driven Pan-Sharpening CVPR 2022
Alleviating Semantics Distortion in Unsupervised Low-Level Image-to-Image Translation via Structure Consistency Constraint CVPR 2022
Online Continual Learning through Mutual Information Maximization ICML 2022
Contrastive Neural Ratio Estimation NIPS 2022
MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective ACL 2022
SepIt: Approaching a Single Channel Speech Separation Bound INTERSPEECH 2022
Wasserstein Unsupervised Reinforcement Learning AAAI 2022
Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency CVPR 2022
MIM-DG: Mutual information minimization-based domain generalization for speaker verification INTERSPEECH 2022
Near-Optimal Task Selection for Meta-Learning with Mutual Information and Online Variational Bayesian Unlearning AISTATS 2022
Selective Regression under Fairness Criteria ICML 2022
Robust Contrastive Learning Against Noisy Views CVPR 2022
Wnet: Audio-Guided Video Object Segmentation via Wavelet-Based Cross-Modal Denoising Networks CVPR 2022