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

Reimagining Mutual Information for Enhanced Defense against Data Leakage in Collaborative Inference NIPS 2024
Double InfoGAN for Contrastive Analysis AISTATS 2024
Identifying Confounding from Causal Mechanism Shifts AISTATS 2024
On Regularized Radon-Nikodym Differentiation JMLR 2024
LG-FGAD: An Effective Federated Graph Anomaly Detection Framework IJCAI 2024
Beyond Redundancy: Information-aware Unsupervised Multiplex Graph Structure Learning NIPS 2024
Evaluating Unsupervised Argument Aligners via Generation of Conclusions of Structured Scientific Abstracts EACL 2024
Efficient Variational Sequential Information Control AISTATS 2024
MITFAS: Mutual Information Based Temporal Feature Alignment and Sampling for Aerial Video Action Recognition WACV 2024
Simplifying Latent Dynamics with Softly State-Invariant World Models NIPS 2024
Context versus Prior Knowledge in Language Models ACL 2024
Patch-Wise Graph Contrastive Learning for Image Translation AAAI 2024
Representation Learning with Conditional Information Flow Maximization ACL 2024
COSMIC: Mutual Information for Task-Agnostic Summarization Evaluation ACL 2024
Which Information Matters? Dissecting Human-written Multi-document Summaries with Partial Information Decomposition ACL 2024
Differentiable Information Bottleneck for Deterministic Multi-view Clustering CVPR 2024
Learning Invariant Inter-pixel Correlations for Superpixel Generation AAAI 2024
Landmark-Guided Cross-Speaker Lip Reading with Mutual Information Regularization COLING 2024
Task-Agnostic Privacy-Preserving Representation Learning for Federated Learning against Attribute Inference Attacks AAAI 2024
Multi-Modal Hallucination Control by Visual Information Grounding CVPR 2024
Learning to Maximize Mutual Information for Chain-of-Thought Distillation ACL 2024
A Twist for Graph Classification: Optimizing Causal Information Flow in Graph Neural Networks AAAI 2024
A versatile informative diffusion model for single-cell ATAC-seq data generation and analysis NIPS 2024
Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment Analysis with Incomplete Modalities CVPR 2024
An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation ACL 2024