Mattias P Heinrich
5 papers · 2022–2026 · 1 conference · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
MIDL (5)
Top co-authors
Keywords
point cloud
(2)
domain adaptation
(1)
geometric deep learning
(1)
medical image segmentation
(1)
hamming distance
(1)
3d human pose estimation
(1)
diffusion model
(1)
point cloud representation
(1)
point transformer
(1)
deformable image registration
(1)
anatomical constraint
(1)
human anatomy
(1)
organ localization
(1)
density alignment
(1)
forward splatting
(1)
differentiable rasterisation
(1)
binary self-attention
(1)
vision transformer
(1)
sparse geometric learning
(1)
Papers
From Surface to Viscera: 3D Estimation of Internal Anatomy from Body Surface Point Clouds
MIDL 2026
Fast forward: Rephrasing 3D deformable image registration through density alignment and splatting
MIDL 2025
BinaryFormer: 1-bit self-attention for long-range transformers in medical image segmentation and 3D diffusion models
MIDL 2025
Implicit neural obfuscation for privacy preserving medical image sharing
MIDL 2024
Domain adaptation through anatomical constraints for 3d human pose estimation under the cover
MIDL 2022