WACV - arXivDaily 期刊&会议

2412.04243 2025-11-17 cs.CV cs.LG eess.IV

Quantifying the Limits of Segmentation Foundation Models: Modeling Challenges in Segmenting Tree-Like and Low-Contrast Objects

Yixin Zhang, Nicholas Konz, Kevin Kramer, Maciej A. Mazurowski

机构 * Department of Electrical and Computer Engineering（电气与计算机工程系）； Department of Computer Science（计算机科学系）； Department of Radiology（放射学系）； Department of Biostatistics & Bioinformatics（生物统计学与生物信息学系）； Minnesota Health Solutions（明尼苏达健康解决方案）

Comments Accepted at WACV 2026. Code: https://github.com/mazurowski-lab/SAMFailureMetrics

2511.08464 2025-11-17 cs.CV cs.AI

Contrastive Integrated Gradients: A Feature Attribution-Based Method for Explaining Whole Slide Image Classification

Anh Mai Vu, Tuan L. Vo, Ngoc Lam Quang Bui, Nam Nguyen Le Binh, Akash Awasthi, Huy Quoc Vo, Thanh-Huy Nguyen, Zhu Han, Chandra Mohan, Hien Van Nguyen

机构 * ECE Department, University of Houston（德克萨斯大学休斯顿分校电子与计算机工程系）； Information Technology, HCMC University of Technology and Education（胡志明市技术与教育大学信息技术系）； VN-UK Institute for Research and Executive Education, The University of Da Nang（越南-英国研究与管理教育研究所，丹那大学）； Ho Chi Minh City University of Science, Vietnam National University（胡志明市科学大学，越南国家大学）； Computational Biology Department, Carnegie Mellon University（卡内基梅隆大学计算生物学系）

Comments Accepted to WACV 2026