ood-detection topic

The Official Repository for "Generalized OOD Detection: A Survey"

Jingkang50

[ECCV'22 Oral] Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes

tianyu0207

Feature Space Singularity for Out-of-Distribution Detection. (SafeAI 2021)

megvii-research

[ICCV 2021 Oral] Deep Evidential Action Recognition

Cogito2012

Robust Out-of-distribution Detection in Neural Networks

jfc43

The Official Implementation of the ICCV-2021 Paper: Semantically Coherent Out-of-Distribution Detection.

Jingkang50

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...

dlmacedo

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...

dlmacedo

We propose a theoretically motivated method, Adversarial Training with informative Outlier Mining (ATOM), which improves the robustness of OOD detection to various types of adversarial OOD inputs and...

jfc43

Code for Paper: Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data

Lingkai-Kong