SSHF-CLIP: Semantic-Guided Scale Selection and Hybrid Fusion for Zero-Shot Anomaly Detection.

@inproceedings{jin-2026-sshfclip, author = {Kaiyuan Jin and Wayit Abliz and Maihemuti Maimaiti and Zaokere Kadeer and Aishan Wumaier and Abdujelil Abdurahman and Panpan Zheng}, editor = {Stevan Rudinac and Zi Huang and Marcel Worring and Lucia Vadicamo and Xirong Li and Pascal Mettes and Lizi Liao}, title = {{SSHF-CLIP: Semantic-Guided Scale Selection and Hybrid Fusion for Zero-Shot Anomaly Detection}}, booktitle = {{Proceedings of the 2026 International Conference on Multimedia Retrieval, ICMR 2026, Amsterdam, The Netherlands, June 16-19, 2026}}, pages = {654--662}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805622.3810745}, doi = {https://doi.org/10.1145/3805622.3810745} }