mutual information maximization

Representation Learning for Maximization of MI, Nonlinear ICA and Nonlinear Subspaces with Robust Density Ratio Estimation JMLR 2022 Robust Task Representations for Offline Meta-Reinforcement Learning via Contrastive Learning ICML 2022 Subgraph Neighboring Relations Infomax for Inductive Link Prediction on Knowledge Graphs IJCAI 2022 Temporal Feature Alignment and Mutual Information Maximization for Video-Based Human Pose Estimation CVPR 2022 Wasserstein Unsupervised Reinforcement Learning AAAI 2022 A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering ACL 2021 Decoupling Exploration and Exploitation for Meta-Reinforcement Learning without Sacrifices ICML 2021 Hypothesis Disparity Regularized Mutual Information Maximization AAAI 2021 Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis EMNLP 2021 InfoMax-GAN: Improved Adversarial Image Generation via Information Maximization and Contrastive Learning WACV 2021 ProtoInfoMax: Prototypical Networks with Mutual Information Maximization for Out-of-Domain Detection EMNLP 2021 Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation AAAI 2021 Unsupervised Path Representation Learning with Curriculum Negative Sampling IJCAI 2021 Variational Empowerment as Representation Learning for Goal-Conditioned Reinforcement Learning ICML 2021 Which Mutual-Information Representation Learning Objectives are Sufficient for Control? NeurIPS 2021 A Mutual Information Maximization Perspective of Language Representation Learning ICLR 2020 An Unsupervised Sentence Embedding Method by Mutual Information Maximization EMNLP 2020 Exploring Category-Agnostic Clusters for Open-Set Domain Adaptation CVPR 2020 InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization ICLR 2020 Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip AAAI 2020 Unsupervised Attributed Multiplex Network Embedding AAAI 2020 Hierarchical Reinforcement Learning via Advantage-Weighted Information Maximization ICLR 2019 Information Maximizing Visual Question Generation CVPR 2019 Learning Plannable Representations with Causal InfoGAN NeurIPS 2018 Multitask Learning without Label Correspondences NeurIPS 2010