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

Geometry-Aware Variational Information Maximization for Deep Incomplete Multi-view Clustering AAAI 2026
Towards Learnable Anchor for Deep Multi-View Clustering AAAI 2025
Disentangled Unsupervised Skill Discovery for Efficient Hierarchical Reinforcement Learning NIPS 2024
Causal Contrastive Learning for Counterfactual Regression Over Time NIPS 2024
Exploration by Learning Diverse Skills through Successor State Representations NIPS 2024
Pseudo-Label Calibration Semi-supervised Multi-Modal Entity Alignment AAAI 2024
MIST: Mutual Information Maximization for Short Text Clustering ACL 2024
Unsupervised Domain Adaptative Temporal Sentence Localization with Mutual Information Maximization AAAI 2024
Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning NIPS 2024
Preserving Generalization of Language models in Few-shot Continual Relation Extraction EMNLP 2024
Long-Tailed Recognition by Mutual Information Maximization between Latent Features and Ground-Truth Labels ICML 2023
InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective EMNLP 2023
Enhanced Multimodal Representation Learning With Cross-Modal KD CVPR 2023
Multimodal Variational Auto-encoder based Audio-Visual Segmentation ICCV 2023
Shape-Erased Feature Learning for Visible-Infrared Person Re-Identification CVPR 2023
Denoising Bottleneck with Mutual Information Maximization for Video Multimodal Fusion ACL 2023
SSMI: Semantic Similarity and Mutual Information Maximization Based Enhancement for Chinese NER AAAI 2023
A Closer Look at Few-Shot Image Generation CVPR 2022
Domain Adaptation via Maximizing Surrogate Mutual Information IJCAI 2022
Representation Learning for Maximization of MI, Nonlinear ICA and Nonlinear Subspaces with Robust Density Ratio Estimation JMLR 2022
Hibernated Backdoor: A Mutual Information Empowered Backdoor Attack to Deep Neural Networks AAAI 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