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out-of-distribution detection

782 papers

OODD OOD DETECTION

Papers

One-Class Face Anti-spoofing via Spoof Cue Map-Guided Feature Learning CVPR 2024 On the Adversarial Robustness of Benjamini Hochberg NeurIPS 2024 On the (In)feasibility of ML Backdoor Detection as an Hypothesis Testing Problem AISTATS 2024 On the Learnability of Out-of-distribution Detection JMLR 2024 OOD Aware Supervised Contrastive Learning WACV 2024 Out-of-Distribution Detection by Leveraging Between-Layer Transformation Smoothness ICLR 2024 Out-of-Distribution Detection in Long-Tailed Recognition with Calibrated Outlier Class Learning AAAI 2024 Out-of-Distribution Detection through Soft Clustering with Non-Negative Kernel Regression EMNLP 2024 Out-of-Distribution Detection via Deep Multi-Comprehension Ensemble ICML 2024 Out-of-Distribution Detection with a Single Unconditional Diffusion Model NeurIPS 2024 Out-Of-Distribution Detection with Diversification (Provably) NeurIPS 2024 Out-of-Distribution Detection With Logical Reasoning WACV 2024 Out-of-Distribution Detection with Negative Prompts ICLR 2024 Partial Optimal Transport Based Out-of-Distribution Detection for Open-Set Semi-Supervised Learning IJCAI 2024 Plugin estimators for selective classification with out-of-distribution detection ICLR 2024 Predicting generalization performance with correctness discriminators EMNLP 2024 Preventing Arbitrarily High Confidence on Far-Away Data in Point-Estimated Discriminative Neural Networks AISTATS 2024 RCL: Reliable Continual Learning for Unified Failure Detection CVPR 2024 Realistic Unsupervised CLIP Fine-tuning with Universal Entropy Optimization ICML 2024 ResAD: A Simple Framework for Class Generalizable Anomaly Detection NeurIPS 2024 Rethinking Out-of-Distribution Detection on Imbalanced Data Distribution NeurIPS 2024 Rethinking the Evaluation of Out-of-Distribution Detection: A Sorites Paradox NeurIPS 2024 Revisiting Score Propagation in Graph Out-of-Distribution Detection NeurIPS 2024 Robustly Train Normalizing Flows via KL Divergence Regularization AAAI 2024 ROG_PL: Robust Open-Set Graph Learning via Region-Based Prototype Learning AAAI 2024