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

Learn what matters: cross-domain imitation learning with task-relevant embeddings NIPS 2022
DARE: Disentanglement-Augmented Rationale Extraction NIPS 2022
Self-Supervised Learning with an Information Maximization Criterion NIPS 2022
Generalised Mutual Information for Discriminative Clustering NIPS 2022
Open-Ended Reinforcement Learning with Neural Reward Functions NIPS 2022
First Contact: Unsupervised Human-Machine Co-Adaptation via Mutual Information Maximization NIPS 2022
Unsupervised Reinforcement Learning with Contrastive Intrinsic Control NIPS 2022
Heterogeneous Skill Learning for Multi-agent Tasks NIPS 2022
Scalable Infomin Learning NIPS 2022
Alignment-guided Temporal Attention for Video Action Recognition NIPS 2022
Learning Mixture of Domain-Specific Experts via Disentangled Factors for Autonomous Driving AAAI 2022
Semantic Feature Extraction for Generalized Zero-Shot Learning AAAI 2022
Disentangled Spatiotemporal Graph Generative Models AAAI 2022
MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective ACL 2022
Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency CVPR 2022
Robust Contrastive Learning Against Noisy Views CVPR 2022
Temporal Feature Alignment and Mutual Information Maximization for Video-Based Human Pose Estimation CVPR 2022
Increasing Visual Awareness in Multimodal Neural Machine Translation from an Information Theoretic Perspective EMNLP 2022
Unsupervised Visual Representation Learning via Mutual Information Regularized Assignment NIPS 2022
Dual-discriminative Graph Neural Network for Imbalanced Graph-level Anomaly Detection NIPS 2022
FedSR: A Simple and Effective Domain Generalization Method for Federated Learning NIPS 2022
Graph Few-shot Learning with Task-specific Structures NIPS 2022
Measuring Morphological Fusion Using Partial Information Decomposition COLING 2022
Combating the instability of mutual information-based losses via regularization UAI 2022
Forget-me-not! Contrastive critics for mitigating posterior collapse UAI 2022