The Third Workshop on Anomaly Detection with Foundation Models

SCL: Towards Domain Generalization via Single-Temporal Multimodal Contrastive Learning for Remote Sensing Change Detection

Qiangang Du,

Jinlong Peng,

Xu Chen,

Qingdong He,

Liren He,

Qiang Nie,

Mingmin Chi

[pdf] [supp]

[bibtex]

@InProceedings{Du_2026_CVPR, author = {Du, Qiangang and Peng, Jinlong and Chen, Xu and He, Qingdong and He, Liren and Nie, Qiang and Chi, Mingmin}, title = {SCL: Towards Domain Generalization via Single-Temporal Multimodal Contrastive Learning for Remote Sensing Change Detection}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {7673-7682} }

SAM-OOD: Foundation-Model-Guided Unknown Mining for Object-Level Anomaly Detection

Seher Kanwal,

Seung-Ik Lee

[pdf]

[bibtex]

@InProceedings{Kanwal_2026_CVPR, author = {Kanwal, Seher and Lee, Seung-Ik}, title = {SAM-OOD: Foundation-Model-Guided Unknown Mining for Object-Level Anomaly Detection}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {7683-7692} }