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 Contrastive Learning for Visual Representation Learning AAAI 2022
An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning COLING 2022
Learning Mixture of Domain-Specific Experts via Disentangled Factors for Autonomous Driving AAAI 2022
MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective ACL 2022
Learning Foreground-Background Segmentation From Improved Layered GANs WACV 2022
Scalable Infomin Learning NIPS 2022
Adversarial Examples Can Be Effective Data Augmentation for Unsupervised Machine Learning AAAI 2022
Invariant Information Bottleneck for Domain Generalization AAAI 2022
SSR: Utilizing Simplified Stance Reasoning Process for Robust Stance Detection COLING 2022
Information-Theoretic Analysis of Epistemic Uncertainty in Bayesian Meta-learning AISTATS 2022
Self-Labeling Framework for Novel Category Discovery over Domains AAAI 2022
Unsupervised Adversarially Robust Representation Learning on Graphs AAAI 2022
Alignment-guided Temporal Attention for Video Action Recognition NIPS 2022
Spatial-Channel Token Distillation for Vision MLPs ICML 2022
Sequential and Parallel Constrained Max-value Entropy Search via Information Lower Bound ICML 2022
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
Beyond Images: Label Noise Transition Matrix Estimation for Tasks with Lower-Quality Features ICML 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