conftrace_

out-of-distribution detection

617 papers

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Also known as

OODD OOD DETECTION

Co-occurring keywords

uncertainty quantification (1393) distribution shift (722) uncertainty estimation (648) anomaly detection (747) neural network (6616) ood detection (45) generative model (2892) representation learning (6206) domain generalization (1522) contrastive learning (4032)

Papers

Models Out of Line: A Fourier Lens on Distribution Shift Robustness NIPS 2022
Breaking Down Out-of-Distribution Detection: Many Methods Based on OOD Training Data Estimate a Combination of the Same Core Quantities ICML 2022
Delving into Out-of-Distribution Detection with Vision-Language Representations NIPS 2022
Watermarking for Out-of-distribution Detection NIPS 2022
Adversarial Unlearning: Reducing Confidence Along Adversarial Directions NIPS 2022
Out-of-Distribution Detection with An Adaptive Likelihood Ratio on Informative Hierarchical VAE NIPS 2022
Beyond Mahalanobis Distance for Textual OOD Detection NIPS 2022
ViM: Out-of-Distribution With Virtual-Logit Matching CVPR 2022
Scaling Out-of-Distribution Detection for Real-World Settings ICML 2022
Is Out-of-Distribution Detection Learnable? NIPS 2022
Fair and Accurate Age Prediction Using Distribution Aware Data Curation and Augmentation WACV 2022
Addressing Out-of-Distribution Label Noise in Webly-Labelled Data WACV 2022
Uncertainty Estimation Using Riemannian Model Dynamics for Offline Reinforcement Learning NIPS 2022
On the Impact of Spurious Correlation for Out-of-Distribution Detection AAAI 2022
Provable Guarantees for Understanding Out-of-Distribution Detection AAAI 2022
Predicting Out-of-Distribution Error with the Projection Norm ICML 2022
Out-of-Distribution Detection with Deep Nearest Neighbors ICML 2022
Mitigating Neural Network Overconfidence with Logit Normalization ICML 2022
Detecting Out-of-Distribution via an Unsupervised Uncertainty Estimation for Prostate Cancer Diagnosis MIDL 2022
To Trust or Not To Trust Prediction Scores for Membership Inference Attacks IJCAI 2022
Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Model CLIP AAAI 2022
Partial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition ICML 2022
POEM: Out-of-Distribution Detection with Posterior Sampling ICML 2022
Estimating Example Difficulty Using Variance of Gradients CVPR 2022
OpenOOD: Benchmarking Generalized Out-of-Distribution Detection NIPS 2022