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entropy estimation

49 papers

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Co-occurring keywords

mutual information (724) large language model (13587) information theory (491) shannon entropy (26) distribution estimation (71) statistical estimation (108) nonparametric estimation (98) image compression (147) sample complexity (1169) uncertainty quantification (1393)

Papers

Improving Stochastic Action-Constrained Reinforcement Learning via Truncated Distributions AAAI 2026
MAQA: Evaluating Uncertainty Quantification in LLMs Regarding Data Uncertainty NAACL 2025
CALLIC: Content Adaptive Learning for Lossless Image Compression AAAI 2025
Beyond Semantic Entropy: Boosting LLM Uncertainty Quantification with Pairwise Semantic Similarity ACL 2025
Draft Model Knows When to Stop: Self-Verification Speculative Decoding for Long-Form Generation EMNLP 2025
On the Role of Unobserved Sequences on Sample-based Uncertainty Quantification for LLMs EMNLP 2025
LLM-Generated Passphrases That Are Secure and Easy to Remember NAACL 2025
ECSIC: Epipolar Cross Attention for Stereo Image Compression WACV 2024
Diffusion Actor-Critic with Entropy Regulator NIPS 2024
Combating Mode Collapse via Offline Manifold Entropy Estimation AAAI 2023
Secure Federated Correlation Test and Entropy Estimation ICML 2023
Learned Image Compression With Mixed Transformer-CNN Architectures CVPR 2023
Raw Image Reconstruction With Learned Compact Metadata CVPR 2023
Estimating the Entropy of Linguistic Distributions ACL 2022
Learning From the CNN-Based Compressed Domain WACV 2022
Private and Communication-Efficient Algorithms for Entropy Estimation NIPS 2022
Entropy Estimation via Normalizing Flow AAAI 2022
Estimation of Entropy in Constant Space with Improved Sample Complexity NIPS 2022
Estimators of Entropy and Information via Inference in Probabilistic Models AISTATS 2022
Dimension-free empirical entropy estimation NIPS 2021
An approximate KLD based experimental design for models with intractable likelihoods AISTATS 2020
AR-DAE: Towards Unbiased Neural Entropy Gradient Estimation ICML 2020
Speakers Fill Lexical Semantic Gaps with Context EMNLP 2020
Enhancing Nearest Neighbor Based Entropy Estimator for High Dimensional Distributions via Bootstrapping Local Ellipsoid AAAI 2020
The Broad Optimality of Profile Maximum Likelihood NIPS 2019