entropy minimization

Continual Test-time Adaptation for End-to-end Speech Recognition on Noisy Speech EMNLP 2024 Domain-Specific Block Selection and Paired-View Pseudo-Labeling for Online Test-Time Adaptation CVPR 2024 Frustratingly Easy Test-Time Adaptation of Vision-Language Models NeurIPS 2024 GDA: Generalized Diffusion for Robust Test-time Adaptation CVPR 2024 LI-TTA: Language Informed Test-Time Adaptation for Automatic Speech Recognition Interspeech 2024 Protected Test-Time Adaptation via Online Entropy Matching: A Betting Approach NeurIPS 2024 REALM: Robust Entropy Adaptive Loss Minimization for Improved Single-Sample Test-Time Adaptation WACV 2024 Rethinking Guidance Information to Utilize Unlabeled Samples: A Label Encoding Perspective ICML 2024 Roll with the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning AAAI 2024 STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory Replay ECCV 2024 Target and task specific source-free domain adaptive image segmentation MIDL 2024 Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language Models ICLR 2024 The Entropy Enigma: Success and Failure of Entropy Minimization ICML 2024 The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks ICML 2024 Unified Entropy Optimization for Open-Set Test-Time Adaptation CVPR 2024 Universal Test-Time Adaptation Through Weight Ensembling, Diversity Weighting, and Prior Correction WACV 2024 Boosting Semi-Supervised Learning by Exploiting All Unlabeled Data CVPR 2023 DomainAdaptor: A Novel Approach to Test-time Adaptation ICCV 2023 GaIA: Graphical Information Gain Based Attention Network for Weakly Supervised Point Cloud Semantic Segmentation WACV 2023 Meta-Tsallis-Entropy Minimization: A New Self-Training Approach for Domain Adaptation on Text Classification IJCAI 2023 Semi-supervised learning with a principled likelihood from a generative model of data curation ICLR 2023 SGEM: Test-Time Adaptation for Automatic Speech Recognition via Sequential-Level Generalized Entropy Minimization Interspeech 2023 SoTTA: Robust Test-Time Adaptation on Noisy Data Streams NeurIPS 2023 TIPI: Test Time Adaptation With Transformation Invariance CVPR 2023 Towards Integration of Discriminability and Robustness for Document-Level Relation Extraction EACL 2023