Synthesize and segment tumors at scale.

[CVPR 2024 Extension] 160K volumes (42M slices) datasets, new segmentation datasets, 31M-1.2B pre-trained models, various pre-training recipes, 50+ downstream tasks implementation

[CVPR 2024] VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis

[IEEE GRSS/ ISPRS 2021 Remote Sensing Contest Champion] Linshan Wu, Leyuan Fang, Shutao Li

[TIP 2022] Deep Bilateral Filtering Network for Point-Supervised Semantic Segmentation in Remote Sensing Images

[TPAMI 2025|CVPR 2023] Sparsely Annotated Semantic Segmentation with Adaptive Gaussian Mixtures

[TPAMI 2022] Querying Labeled for Unlabeled: Cross-Image Semantic Consistency Guided Semi-Supervised Semantic Segmentation

[TGRS 2022] Deep Covariance Alignment for Domain Adaptive Remote Sensing Image Segmentation