conftrace_

mutual information maximization

45 papers

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Also known as

INFOMAX MIM

Co-occurring keywords

mutual information (724) contrastive learning (4032) representation learning (6206) unsupervised learning (3264) variational inference (2069) domain adaptation (4595) adversarial learning (1595) skill discovery (45) unsupervised domain adaptation (442) question answering (2963)

Papers

Node Representation Learning in Graph via Node-to-Neighbourhood Mutual Information Maximization CVPR 2022
ProtoInfoMax: Prototypical Networks with Mutual Information Maximization for Out-of-Domain Detection EMNLP 2021
Variational Empowerment as Representation Learning for Goal-Conditioned Reinforcement Learning ICML 2021
Unsupervised Path Representation Learning with Curriculum Negative Sampling IJCAI 2021
A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering ACL 2021
InfoMax-GAN: Improved Adversarial Image Generation via Information Maximization and Contrastive Learning WACV 2021
A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering IJCNLP 2021
Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation AAAI 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
Which Mutual-Information Representation Learning Objectives are Sufficient for Control? NIPS 2021
Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip AAAI 2020
Unsupervised Attributed Multiplex Network Embedding AAAI 2020
Exploring Category-Agnostic Clusters for Open-Set Domain Adaptation CVPR 2020
An Unsupervised Sentence Embedding Method by Mutual Information Maximization EMNLP 2020
Information Maximizing Visual Question Generation CVPR 2019
QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization IJCNLP 2019
Learning Plannable Representations with Causal InfoGAN NIPS 2018
Multitask Learning without Label Correspondences NIPS 2010