out-of-distribution detection

Uncertainty Quantification for Regression: A Unified Framework based on kernel scores UAI 2026 UNI-OOD: Unified Object- and Image-level Out-of-Distribution Detection via Cross-Context Attentive Vision-Language Modeling CVPR 2026 Upper entropy for 2-monotone lower probabilities UAI 2026 Weight Entropy-Maximised Evidential Metamodel for Uncertainty Quantification (Student Abstract) AAAI 2026 WiSE-OD: Benchmarking Robustness in Infrared Object Detection WACV 2026 A Closer Look at Generalized BH Algorithm for Out-of-Distribution Detection ICML 2025 A Computation-Efficient Method of Measuring Dataset Quality based on the Coverage of the Dataset AISTATS 2025 Activation Subspaces for Out-of-Distribution Detection ICCV 2025 Adaptive Prompt Learning via Gaussian Outlier Synthesis for Out-of-distribution Detection ICCV 2025 Adaptive Retention & Correction: Test-Time Training for Continual Learning ICLR 2025 Advancing Out-of-Distribution Detection via Local Neuroplasticity ICLR 2025 Adversarially Robust Out-of-Distribution Detection Using Lyapunov-Stabilized Embeddings ICLR 2025 All Roads Lead to Rome: Exploring Edge Distribution Shifts for Heterophilic Graph Learning IJCAI 2025 An Empirical Analysis of Uncertainty in Large Language Model Evaluations ICLR 2025 An Online Statistical Framework for Out-of-Distribution Detection ICML 2025 A Unified Interpretation of Training-Time Out-of-Distribution Detection ICCV 2025 A Unified, Resilient, and Explainable Adversarial Patch Detector CVPR 2025 Autoregressive Denoising Score Matching is a Good Video Anomaly Detector ICCV 2025 Auxiliary Prompt Tuning of Vision-Language Models for Few-Shot Out-of-Distribution Detection ICCV 2025 Bayesian Low-Rank Learning (Bella): A Practical Approach to Bayesian Neural Networks AAAI 2025 Benchmarking Object Detectors under Real-World Distribution Shifts in Satellite Imagery CVPR 2025 Beyond Clean Training Data: A Versatile and Model-Agnostic Framework for Out-of-Distribution Detection with Contaminated Training Data CVPR 2025 Beyond Pixel Uncertainty: Bounding the OoD Objects in Road Scenes ICCV 2025 CADRef: Robust Out-of-Distribution Detection via Class-Aware Decoupled Relative Feature Leveraging CVPR 2025 CaliMatch: Adaptive Calibration for Improving Safe Semi-supervised Learning ICCV 2025