prediction consistency

Unified Interaction Consistency Learning for Single-Source Domain-Generalized Object Detection in Urban Scene AAAI 2026 Assessing the Macro and Micro Effects of Random Seeds on Fine-Tuning Large Language Models IJCNLP 2025 Automated Model Evaluation for Object Detection via Prediction Consistency and Reliability ICCV 2025 Faster Annotation for Elevation-Guided Flood Extent Mapping by Consistency-Enhanced Active Learning IJCAI 2025 On the Consistency of Video Large Language Models in Temporal Comprehension CVPR 2025 Quantifying Prediction Consistency Under Fine-tuning Multiplicity in Tabular LLMs ICML 2025 Self-Bootstrapping for Versatile Test-Time Adaptation ICML 2025 CONTESTS: a Framework for Consistency Testing of Span Probabilities in Language Models EMNLP 2024 Exploring Temporal Feature Correlation for Efficient and Stable Video Semantic Segmentation AAAI 2024 Confidence Estimation Using Unlabeled Data ICLR 2023 Consistency Regularization Training for Compositional Generalization ACL 2023 Improving Language Models’ Meaning Understanding and Consistency by Learning Conceptual Roles from Dictionary EMNLP 2023 Mind the instructions: a holistic evaluation of consistency and interactions in prompt-based learning CoNLL 2023 Towards Label-free Scene Understanding by Vision Foundation Models NeurIPS 2023 Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation NeurIPS 2022 ConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine Translation EMNLP 2022 Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text ACL 2022 Reconcile Prediction Consistency for Balanced Object Detection ICCV 2021 A Self-Refinement Strategy for Noise Reduction in Grammatical Error Correction EMNLP 2020 Transferring and Regularizing Prediction for Semantic Segmentation CVPR 2020 Collaborative Learning for Weakly Supervised Object Detection IJCAI 2018