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

Generalised Mutual Information for Discriminative Clustering NIPS 2022
Unsupervised Visual Representation Learning via Mutual Information Regularized Assignment NIPS 2022
DOMINO: Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning NIPS 2022
Efficient Knowledge Distillation from Model Checkpoints NIPS 2022
TSAM: A Two-Stream Attention Model for Causal Emotion Entailment COLING 2022
MIM-DG: Mutual information minimization-based domain generalization for speaker verification INTERSPEECH 2022
A Hierarchical Interactive Network for Joint Span-based Aspect-Sentiment Analysis COLING 2022
Temporal Feature Alignment and Mutual Information Maximization for Video-Based Human Pose Estimation CVPR 2022
Information-Theoretic Analysis of Epistemic Uncertainty in Bayesian Meta-learning AISTATS 2022
Batch Multi-Fidelity Active Learning with Budget Constraints NIPS 2022
Estimators of Entropy and Information via Inference in Probabilistic Models AISTATS 2022
Domain Adaptation via Maximizing Surrogate Mutual Information IJCAI 2022
DisenCite: Graph-Based Disentangled Representation Learning for Context-Specific Citation Generation AAAI 2022
An Information-theoretic Approach to Prompt Engineering Without Ground Truth Labels ACL 2022
Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency CVPR 2022
Adversarial Examples Can Be Effective Data Augmentation for Unsupervised Machine Learning AAAI 2022
FInfer: Frame Inference-Based Deepfake Detection for High-Visual-Quality Videos AAAI 2022
Mutual Contrastive Learning for Visual Representation Learning AAAI 2022
Learning Disentangled Textual Representations via Statistical Measures of Similarity ACL 2022
VF-PS: How to Select Important Participants in Vertical Federated Learning, Efficiently and Securely? NIPS 2022
Robust Contrastive Learning Against Noisy Views CVPR 2022
Contrastive Neural Ratio Estimation NIPS 2022
Invariant Information Bottleneck for Domain Generalization AAAI 2022
MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective ACL 2022
Chained generalisation bounds COLT 2022