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out-of-distribution detection

782 papers

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Also known as

OODD OOD DETECTION

Co-occurring keywords · papers mentioning both

uncertainty quantification (101) uncertainty estimation (75) distribution shift (74) anomaly detection (63) neural network (47) representation learning (43) generative model (41) vision-language model (39) ood detection (38) image classification (36)

Papers

Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks ICLR 2018 Evidential Deep Learning to Quantify Classification Uncertainty NeurIPS 2018 Open Category Detection with PAC Guarantees ICML 2018 Out-of-Distribution Detection using Multiple Semantic Label Representations NeurIPS 2018 Predictive Uncertainty Estimation via Prior Networks NeurIPS 2018 Training Confidence-calibrated Classifiers for Detecting Out-of-Distribution Samples ICLR 2018 Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles NeurIPS 2017