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Mutual Information Estimation

To estimate mutual information from samples, specially for high-dimensional variables.

Papers

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Showing 1–10 of 91 papers

TitleStatusHype
Augmentation-Free Graph Contrastive Learning of Invariant-Discriminative RepresentationsCode3
Large Language Models are Efficient Learners of Noise-Robust Speech RecognitionCode2
Towards Tracing Trustworthiness Dynamics: Revisiting Pre-training Period of Large Language ModelsCode1
On the Properties and Estimation of Pointwise Mutual Information ProfilesCode1
MINDE: Mutual Information Neural Diffusion EstimationCode1
Rethinking Negative Pairs in Code SearchCode1
Zero-shot Skeleton-based Action Recognition via Mutual Information Estimation and MaximizationCode1
Assessing Neural Network Representations During Training Using Data Diffusion SpectraCode1
FrankenSplit: Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mobile Edge ComputingCode1
Mutual Wasserstein Discrepancy Minimization for Sequential RecommendationCode1
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