 BOOD: Boundary-based Out-Of-Distribution Data GenerationInternational Conference on Machine Learning (ICML), 2025 |
 Handling Out-of-Distribution Data: A SurveyIEEE Transactions on Knowledge and Data Engineering (TKDE), 2025 |
 RUNA: Object-level Out-of-Distribution Detection via Regional Uncertainty Alignment of Multimodal RepresentationsAAAI Conference on Artificial Intelligence (AAAI), 2025 |
 VisTa: Visual-contextual and Text-augmented Zero-shot Object-level OOD DetectionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 |
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 Joint Out-of-Distribution Filtering and Data Discovery Active LearningComputer Vision and Pattern Recognition (CVPR), 2025 |
 GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent GenerationInternational Conference on Learning Representations (ICLR), 2025 |
 Provably Safeguarding a Classifier from OOD and Adversarial Samples: an Extreme Value Theory ApproachInternational Conference on Learning Representations (ICLR), 2025 |
