Tianyu Ma

6 papers · 2021–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🔥 Unstoppable · Bronze 🚀 Conference Pioneer

Venues

MICCAI (2) WACV (2) ICCV (1) MIDL (1)

Top co-authors

Mert R. Sabuncu (3) Adrian V. Dalca (2) Jiahui Yu (2) Yingke Xu (2) Xiaoxiao Li (2) Amar Vora (1) John Guttag (1) Feng Chen (1) Shenjian Gu (1) Mert R Sabuncu (1)

Research topics

Computer Vision (4) Domain-Specific (3) Processing (3) Deep Learning (2) Machine Learning (2) Architectures (2) Analysis (1) Core Methods (1) Learning Types (1)

Keywords

biomedical image segmentation (2) convolutional neural network (2) ensemble learning (1) medical imaging (1) medical image segmentation (1) universal segmentation (1) multi-class segmentation (1) parameter efficiency (1) kernel function (1) anatomical structure (1) false positive reduction (1) pixel-level prediction (1) label conditioning (1) unseen task (1) crossblock mechanism (1) semantic segmentation (1) image modalities (1) binary classification (1)

Papers

Segmenting Vessels Encapsulating Tumor Clusters via Fine-Grained Visual Prompt MICCAI 2025 Patch-Slide Discriminative Joint Learning for Weakly-Supervised Whole Slide Image Representation and Classification MICCAI 2024 UniverSeg: Universal Medical Image Segmentation ICCV 2023 Hyper-Convolution Networks for Biomedical Image Segmentation WACV 2022 Label conditioned segmentation MIDL 2022 Ensembling Low Precision Models for Binary Biomedical Image Segmentation WACV 2021