out-of-distribution-detection topic
cleanlab
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
pyod
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
entropic-out-of-distribution-detection
A project to add scalable state-of-the-art out-of-distribution detection (open set recognition) support by changing two lines of code! Perform efficient inferences (i.e., do not increase inference tim...
distinction-maximization-loss
A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in your project! Perform efficient inferences (i.e., do not increas...
LDU
Latent Discriminant deterministic Uncertainty [ECCV2022]
osr-ood-ad-methods
This is the official repository for the paper "A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future Challenges".
MASKER
MASKER: Masked Keyword Regularization for Reliable Text Classification (AAAI 2021)
Unsupervised-Out-of-Distribution-Detection-by-Maximum-Classifier-Discrepancy
Reproducing experimental results of OOD-by-MCD [Yu and Aizawa et al. ICCV 2019]
tpp-anomaly-detection
Implementation of "Detecting Anomalous Event Sequences with Temporal Point Processes" (NeurIPS 2021)
Mask2Anomaly-Unmasking-Anomalies-in-Road-Scene-Segmentation
[ICCV'23 Oral] Unmasking Anomalies in Road-Scene Segmentation