out-of-distribution detection

MetaOOD: Automatic Selection of OOD Detection Models ICLR 2025 Mining In-distribution Attributes in Outliers for Out-of-distribution Detection AAAI 2025 ML-GOOD: Towards Multi-Label Graph Out-Of-Distribution Detection AAAI 2025 Multi-Value-Product Retrieval-Augmented Generation for Industrial Product Attribute Value Identification EMNLP 2025 Navigating the Unknown: Intent Classification and Out-of-Distribution Detection Using Large Language Models EMNLP 2025 NegRefine: Refining Negative Label-Based Zero-Shot OOD Detection ICCV 2025 Noisy Test-Time Adaptation in Vision-Language Models ICLR 2025 ‘No’ Matters: Out-of-Distribution Detection in Multimodality Multi-Turn Interactive Dialogue Download PDF ACL 2025 ODP-Bench: Benchmarking Out-of-Distribution Performance Prediction ICCV 2025 On Information-Theoretic Measures of Predictive Uncertainty UAI 2025 OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary CVPR 2025 OpenMIBOOD: Open Medical Imaging Benchmarks for Out-Of-Distribution Detection CVPR 2025 Open Set Label Shift with Test Time Out-of-Distribution Reference CVPR 2025 Open-Set Source Tracing of Audio Deepfake Systems Interspeech 2025 Optimal Zero-shot Regret Minimization for Selective Classification with Out-of-Distribution Detection UAI 2025 OT-DETECTOR: Delving into Optimal Transport for Zero-shot Out-of-Distribution Detection IJCAI 2025 Outlier Synthesis via Hamiltonian Monte Carlo for Out-of-Distribution Detection ICLR 2025 Out-of-Distribution Detection by Regaining Lost Clues (Abstract Reprint) IJCAI 2025 Out-of-Distribution Detection via LLM-Guided Outlier Generation for Text-attributed Graph ACL 2025 Out-of-Distribution Detection with Prototypical Outlier Proxy AAAI 2025 Overcoming Shortcut Problem in VLM for Robust Out-of-Distribution Detection CVPR 2025 Predictive Uncertainty Quantification for Bird's Eye View Segmentation: A Benchmark and Novel Loss Function ICLR 2025 Prior2Former - Evidential Modeling of Mask Transformers for Assumption-Free Open-World Panoptic Segmentation ICCV 2025 ProHOC: Probabilistic Hierarchical Out-of-Distribution Classification via Multi-Depth Networks CVPR 2025 PROOD: A Simple LLM Out-of-Distribution Guardrail Leveraging Response Semantics EMNLP 2025