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Information Theory

495 directly classified papers

Papers per year

Papers

Gestures Are Used Rationally: Information Theoretic Evidence from Neural Sequential Models COLING 2022
Entropy Regularized Optimal Transport Independence Criterion AISTATS 2022
Improved Induction of Narrative Chains via Cross-Document Relations NAACL 2022
Construction Repetition Reduces Information Rate in Dialogue IJCNLP 2022
Improving Subgraph Recognition With Variational Graph Information Bottleneck CVPR 2022
Beyond Images: Label Noise Transition Matrix Estimation for Tasks with Lower-Quality Features ICML 2022
From characters to words: the turning point of BPE merges EACL 2021
Hyperdimensional Computing as a Framework for Systematic Aggregation of Image Descriptors CVPR 2021
Non-asymptotic Performance Guarantees for Neural Estimation of f-Divergences AISTATS 2021
Estimating the Unique Information of Continuous Variables NIPS 2021
Phonetic Distance and Surprisal in Multilingual Priming: Evidence from Slavic INTERSPEECH 2021
Relationships Between Perceptual Distinctiveness, Articulatory Complexity and Functional Load in Speech Communication INTERSPEECH 2021
Hierarchical probabilistic model for blind source separation via Legendre transformation UAI 2021
Layer-wise Model Pruning based on Mutual Information EMNLP 2021
Optimal Rates for Nonparametric Density Estimation under Communication Constraints NIPS 2021
Optimal Bounds between f-Divergences and Integral Probability Metrics JMLR 2021
Human-like informative conversations: Better acknowledgements using conditional mutual information NAACL 2021
The Value of Information When Deciding What to Learn NIPS 2021
On Homophony and Rényi Entropy EMNLP 2021
SMURF: SeMantic and linguistic UndeRstanding Fusion for Caption Evaluation via Typicality Analysis ACL 2021
Bird’s Eye: Probing for Linguistic Graph Structures with a Simple Information-Theoretic Approach ACL 2021
Dimension-free empirical entropy estimation NIPS 2021
Measuring Dependence with Matrix-based Entropy Functional AAAI 2021
Disentangled Information Bottleneck AAAI 2021
Optimizing Information Theory Based Bitwise Bottlenecks for Efficient Mixed-Precision Activation Quantization AAAI 2021