out-of-distribution-detection topic
anomaly-seg
The Combined Anomalous Object Segmentation (CAOS) Benchmark
outlier-exposure
Deep Anomaly Detection with Outlier Exposure (ICLR 2019)
pre-training
Pre-Training Buys Better Robustness and Uncertainty Estimates (ICML 2019)
ss-ood
Self-Supervised Learning for OOD Detection (NeurIPS 2019)
out-of-distribution-detection
The Ultimate Reference for Out of Distribution Detection with Deep Neural Networks
Bayesian-Neural-Networks
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
CSI
CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances (NeurIPS 2020)
OpenOOD
Benchmarking Generalized Out-of-Distribution Detection
awesome_OpenSetRecognition_list
A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition
OODSurvey
The Official Repository for "Generalized OOD Detection: A Survey"