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

InfoCD: A Contrastive Chamfer Distance Loss for Point Cloud Completion NIPS 2023
GenerTTS: Pronunciation Disentanglement for Timbre and Style Generalization in Cross-Lingual Text-to-Speech INTERSPEECH 2023
GPLight: Grouped Multi-agent Reinforcement Learning for Large-scale Traffic Signal Control IJCAI 2023
InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling AAAI 2023
Understanding Contrastive Learning via Distributionally Robust Optimization NIPS 2023
A unified framework for information-theoretic generalization bounds NIPS 2023
Contrastive Learning Meets Homophily: Two Birds with One Stone ICML 2023
InfoOT: Information Maximizing Optimal Transport ICML 2023
RevUp: Revise and Update Information Bottleneck for Event Representation EACL 2023
“World Knowledge” in Multiple Choice Reading Comprehension EACL 2023
Mutual Information-based Embedding Decoupling for Generalizable Speaker Verification INTERSPEECH 2023
A Strong Baseline for Generalized Few-Shot Semantic Segmentation CVPR 2023
Estimating Heterogeneous Treatment Effects: Mutual Information Bounds and Learning Algorithms ICML 2023
Algorithm-Dependent Bounds for Representation Learning of Multi-Source Domain Adaptation AISTATS 2023
Enhanced Multimodal Representation Learning With Cross-Modal KD CVPR 2023
JacobiNeRF: NeRF Shaping With Mutual Information Gradients CVPR 2023
FedCR: Personalized Federated Learning Based on Across-Client Common Representation with Conditional Mutual Information Regularization ICML 2023
No Reference Opinion Unaware Quality Assessment of Authentically Distorted Images WACV 2023
Information Maximization Perspective of Orthogonal Matching Pursuit with Applications to Explainable AI NIPS 2023
Estimating Total Correlation with Mutual Information Estimators AISTATS 2023
Bayesian Active Causal Discovery with Multi-Fidelity Experiments NIPS 2023
Long-Tailed Recognition by Mutual Information Maximization between Latent Features and Ground-Truth Labels ICML 2023
Time-Independent Information-Theoretic Generalization Bounds for SGLD NIPS 2023
Max-Sliced Mutual Information NIPS 2023
Cross-Modality Person Re-identification with Memory-Based Contrastive Embedding AAAI 2023