open-set-recognition topic
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".
OpenTAL
[CVPR 2022 Oral] Towards Open Set Temporal Action Localization
pytorch-ood
👽 Out-of-Distribution Detection with PyTorch
InternVideo
[ECCV2024] Video Foundation Models & Data for Multimodal Understanding
Glocal
[CVPR 2023] Glocal Energy-based Learning for Few-Shot Open-Set Recognition
SnaTCHer
[CVPR 2021] Few-shot Open-set Recognition by Transformation Consistency
robust-deep-learning
A project to train your model from scratch or fine-tune a pretrained model using the losses provided in this library to improve out-of-distribution detection and uncertainty estimation performances. C...
Mutual-to-Separate
Code release for Mind the Gap: Enlarging the Domain Gap in Open Set Domain Adaptation (TCSVT 2023)
MDL4OW
S. Liu, Q. Shi and L. Zhang, "Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning," in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS....
RbA
Official code for RbA: Segmenting Unknown Regions Rejected by All (ICCV 2023)