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 based Bayesian graph neural network for few-shot learning UAI 2022
Clustering by Maximizing Mutual Information Across Views ICCV 2021
InfoGCL: Information-Aware Graph Contrastive Learning NIPS 2021
Learning Continuous High-Dimensional Models using Mutual Information and Copula Bayesian Networks AAAI 2021
Learning Smooth and Fair Representations AISTATS 2021
Learning Diffeomorphic and Modality-invariant Registration using B-splines MIDL 2021
Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization CVPR 2021
Cross-Modal Contrastive Learning for Text-to-Image Generation CVPR 2021
Faster Depth-Adaptive Transformers AAAI 2021
Information Bottleneck Approach to Spatial Attention Learning IJCAI 2021
Deep Mutual Information Maximin for Cross-Modal Clustering AAAI 2021
Enhancing Context-Based Meta-Reinforcement Learning Algorithms via An Efficient Task Encoder (Student Abstract) AAAI 2021
Fair Selective Classification Via Sufficiency ICML 2021
COMPLETER: Incomplete Multi-View Clustering via Contrastive Prediction CVPR 2021
Wasserstein Contrastive Representation Distillation CVPR 2021
Interventional Video Grounding With Dual Contrastive Learning CVPR 2021
Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation AAAI 2021
Improving Sequential Recommendation Consistency with Self-Supervised Imitation IJCAI 2021
Batch greedy maximization of non-submodular functions: Guarantees and applications to experimental design JMLR 2021
Looking Wider for Better Adaptive Representation in Few-Shot Learning AAAI 2021
Relationships Between Perceptual Distinctiveness, Articulatory Complexity and Functional Load in Speech Communication INTERSPEECH 2021
Which Mutual-Information Representation Learning Objectives are Sufficient for Control? NIPS 2021
Exploiting a Zoo of Checkpoints for Unseen Tasks NIPS 2021
Sliced Mutual Information: A Scalable Measure of Statistical Dependence NIPS 2021
Controllable Guarantees for Fair Outcomes via Contrastive Information Estimation AAAI 2021