PyraE2E: Enhancing End-to-End WSI Analysis via Cross-Scale Super-Resolution

Accepted · ECCV 2026

Yuechuan Lin^#, Yujian Liu^#, Weipeng Zhang, Yanyu Fan, Zikang Wang, Dongxu Shen, Liqin Fei, Xiaoli Liu, Shidang Xu^*

^* Corresponding author ^# Co-first author (equal contribution)

Type

Conference paper

Publication

European Conference on Computer Vision, 2026 — Accepted

Accepted for European Conference on Computer Vision (ECCV) 2026. Proceedings details will be added when available.

View the conference’s accepted-paper list.

Cluster-score sampling combines exploration and exploitation. A global-local partitioned encoder feeds super-resolution and slide-prediction branches; pooled features and attention scores return to the sampler. — PyraE2E: cross-scale supervision connects patch sampling, representation learning and slide prediction.
Yuechuan Lin et al. · ECCV 2026 authors’ poster, overview panels (a–b). Cropped and resized from the full poster. · Full conference poster
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