The standard data-centric AI package for data quality and machine learni...
A Comprehensive and Scalable Python Library for Outlier Detection (Anoma...
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Loca...
A curated list of papers & resources linked to open set recognition, out...
Benchmarking Generalized Out-of-Distribution Detection
A professionally curated list of papers, tutorials, books, videos, artic...
Deep Anomaly Detection with Outlier Exposure (ICLR 2019)
The Official Repository for "Generalized OOD Detection: A Survey"
ADRepository: Real-world anomaly detection datasets, including tabular d...
Self-Supervised Learning for OOD Detection (NeurIPS 2019)
The Combined Anomalous Object Segmentation (CAOS) Benchmark
Papers for Open Knowledge Discovery
Pre-Training Buys Better Robustness and Uncertainty Estimates (ICML 2019)
Official repository for the paper "Masksembles for Uncertainty Estimatio...
Feature Space Singularity for Out-of-Distribution Detection. (SafeAI 2021)