How this analysis was created: This summary and feature list are AI-generated from collected project material and can contain mistakes. Stars, license and language are imported from GitHub. Inclusion does not mean that we have tested or audited this project. Check the source documentation for any feature you depend on. Learn more on our About page.
Official code for 'Deep One-Class Classification via Interpolated Gaussian Descriptor' [AAAI 2022 Oral]
The main features of tianyu0207/igd are: Image Classification.
Projects with overlapping indexed features include: alinlab/csi — CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances (NeurIPS 2020). archon159/elsa — Elsa: Energy-based Learning forSemi-supervised Anomaly Detection Official PyTorch implementation of "Elsa:… demonzyj56/e3outlier — E3Outlier: Effective End-to-end Unsupervised Outlier Detection. hendrycks/ss-ood — Self-Supervised Learning for OOD Detection (NeurIPS 2019). jacenkow/mmbt — Code for the paper:. khalooei/alocc-cvpr2018 — Adversarially Learned One-Class Classifier for Novelty Detection (ALOCC).
Elsa: Energy-based Learning forSemi-supervised Anomaly Detection Official PyTorch implementation of "Elsa: Energy-based Learning forSemi-supervised Anomaly Detection" (BMVC 2021) by Sungwon Han, Hyeonho Song, Seungeon Lee, Sungwon Park, Meeyoung Cha.
E3Outlier: Effective End-to-end Unsupervised Outlier Detection
CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances (NeurIPS 2020)
