conftrace_

conditional entropy

19 papers

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Also known as

CE

Co-occurring keywords

information theory (491) transfer learning (5449) semi-supervised learning (2341) adversarial learning (1595) out-of-distribution detection (617) generative adversarial network (1944) hallucination mitigation (320) uncertainty estimation (648) structural causal model (184) attention head (146)

Papers

Context Guided Transformer Entropy Modeling for Video Compression ICCV 2025
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations EMNLP 2025
Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems CVPR 2025
Causal Layering via Conditional Entropy CLEAR 2024
Fundamental Properties of Causal Entropy and Information Gain CLEAR 2024
An Information Theoretic Perspective on Conformal Prediction NIPS 2024
Learning by Erasing: Conditional Entropy Based Transferable Out-of-Distribution Detection AAAI 2024
Explaining Predictive Uncertainty with Information Theoretic Shapley Values NIPS 2023
Quantifying aleatoric and epistemic uncertainty in machine learning: Are conditional entropy and mutual information appropriate measures? UAI 2023
Estimating transfer entropy under long ranged dependencies UAI 2022
EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text Classification NAACL 2022
OTCE: A Transferability Metric for Cross-Domain Cross-Task Representations CVPR 2021
Balanced Self-Paced Learning for Generative Adversarial Clustering Network CVPR 2019
Transferability and Hardness of Supervised Classification Tasks ICCV 2019
Low-Complexity Nonparametric Bayesian Online Prediction with Universal Guarantees NIPS 2019
ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching NIPS 2017
Controlled Recognition Bounds for Visual Learning and Exploration NIPS 2012
Projection Retrieval for Classification NIPS 2012
Learning to Model Spatial Dependency: Semi-Supervised Discriminative Random Fields NIPS 2006