label ambiguity

Ambiguity-Tolerant Cross-Modal Hashing with Partial Labels AAAI 2026 Dual-level Fuzzy Learning with Patch Guidance for Image Ordinal Regression IJCAI 2025 Measuring Label Ambiguity in Subjective Tasks using Predictive Uncertainty Estimation ACL 2025 Navigating Label Ambiguity for Facial Expression Recognition in the Wild AAAI 2025 When Annotators Disagree, Topology Explains: Mapper, a Topological Tool for Exploring Text Embedding Geometry and Ambiguity EMNLP 2025 Are you sure? Analysing Uncertainty Quantification Approaches for Real-world Speech Emotion Recognition Interspeech 2024 CroSel: Cross Selection of Confident Pseudo Labels for Partial-Label Learning CVPR 2024 Is a picture of a bird a bird? A mixed-methods approach to understanding diverse human perspectives and ambiguity in machine vision models COLING 2024 Don’t waste a single annotation: improving single-label classifiers through soft labels EMNLP 2023 Label Distribution Changing Learning with Sample Space Expanding JMLR 2023 Information-theoretic Classification Accuracy: A Criterion that Guides Data-driven Combination of Ambiguous Outcome Labels in Multi-class Classification JMLR 2022 Multi-Label Iterated Learning for Image Classification With Label Ambiguity CVPR 2022 Embracing Ambiguity: Shifting the Training Target of NLI Models ACL 2021 Towards Rotation Invariance in Object Detection ICCV 2021 Variational Label Enhancement ICML 2020 Partial Label Learning by Semantic Difference Maximization IJCAI 2019 Matrix Completion for Resolving Label Ambiguity CVPR 2015 Maximum Margin Partial Label Learning ACML 2015