FlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms
Fuente:
arXiv
Saved in:
| Main Authors: | Bogensperger, Lea, Narnhofer, Dominik, Falk, Alexander, Schindler, Konrad, Pock, Thomas |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Understanding, Accelerating, and Improving MeanFlow Training
by: Kim, Jin-Young, et al.
Published: (2025)
by: Kim, Jin-Young, et al.
Published: (2025)
Restora-Flow: Mask-Guided Image Restoration with Flow Matching
by: Hadzic, Arnela, et al.
Published: (2025)
by: Hadzic, Arnela, et al.
Published: (2025)
Continuous Space-Time Video Super-Resolution with 3D Fourier Fields
by: Becker, Alexander, et al.
Published: (2025)
by: Becker, Alexander, et al.
Published: (2025)
FocusSDF: Boundary-Aware Learning for Medical Image Segmentation via Signed Distance Supervision
by: Shafique, Muzammal, et al.
Published: (2025)
by: Shafique, Muzammal, et al.
Published: (2025)
Posterior-Variance-Based Error Quantification for Inverse Problems in Imaging
by: Narnhofer, Dominik, et al.
Published: (2022)
by: Narnhofer, Dominik, et al.
Published: (2022)
Text-to-3D by Stitching a Multi-view Reconstruction Network to a Video Generator
by: Go, Hyojun, et al.
Published: (2025)
by: Go, Hyojun, et al.
Published: (2025)
MedFlowSeg: Flow Matching for Medical Image Segmentation with Frequency-Aware Attention
by: Chen, Zhi, et al.
Published: (2026)
by: Chen, Zhi, et al.
Published: (2026)
Ambiguity-aware Truncated Flow Matching for Ambiguous Medical Image Segmentation
by: Li, Fanding, et al.
Published: (2025)
by: Li, Fanding, et al.
Published: (2025)
Thera: Aliasing-Free Arbitrary-Scale Super-Resolution with Neural Heat Fields
by: Becker, Alexander, et al.
Published: (2023)
by: Becker, Alexander, et al.
Published: (2023)
FlowDIS: Language-Guided Dichotomous Image Segmentation with Flow Matching
by: Sargsyan, Andranik, et al.
Published: (2026)
by: Sargsyan, Andranik, et al.
Published: (2026)
LatentFM: A Latent Flow Matching Approach for Generative Medical Image Segmentation
by: Ngoc, Huynh Trinh, et al.
Published: (2025)
by: Ngoc, Huynh Trinh, et al.
Published: (2025)
Aleatoric Uncertainty Medical Image Segmentation Estimation via Flow Matching
by: Van Nguyen, Phi, et al.
Published: (2025)
by: Van Nguyen, Phi, et al.
Published: (2025)
RF-HiT: Rectified Flow Hierarchical Transformer for General Medical Image Segmentation
by: Djouama, Ahmed Marouane, et al.
Published: (2026)
by: Djouama, Ahmed Marouane, et al.
Published: (2026)
Video Depth without Video Models
by: Ke, Bingxin, et al.
Published: (2024)
by: Ke, Bingxin, et al.
Published: (2024)
MULDE: Multiscale Log-Density Estimation via Denoising Score Matching for Video Anomaly Detection
by: Micorek, Jakub, et al.
Published: (2024)
by: Micorek, Jakub, et al.
Published: (2024)
Solving Inverse Problems with FLAIR
by: Erbach, Julius, et al.
Published: (2025)
by: Erbach, Julius, et al.
Published: (2025)
Unified Panoramic Geometry Estimation via Multi-View Foundation Models
by: Bozic, Vukasin, et al.
Published: (2026)
by: Bozic, Vukasin, et al.
Published: (2026)
Few-Shot Distribution-Aligned Flow Matching for Data Synthesis in Medical Image Segmentation
by: Yang, Jie, et al.
Published: (2026)
by: Yang, Jie, et al.
Published: (2026)
Synthetic Augmentation for Anatomical Landmark Localization using DDPMs
by: Hadzic, Arnela, et al.
Published: (2024)
by: Hadzic, Arnela, et al.
Published: (2024)
PoseFM: Relative Camera Pose Estimation Through Flow Matching
by: Kuczkowski, Dominik, et al.
Published: (2026)
by: Kuczkowski, Dominik, et al.
Published: (2026)
CurveFlow: Curvature-Guided Flow Matching for Image Generation
by: Luo, Yan, et al.
Published: (2025)
by: Luo, Yan, et al.
Published: (2025)
FlowInOne:Unifying Multimodal Generation as Image-in, Image-out Flow Matching
by: Yi, Junchao, et al.
Published: (2026)
by: Yi, Junchao, et al.
Published: (2026)
Geometry-Aware Image Flow Matching
by: Lee, Junho, et al.
Published: (2026)
by: Lee, Junho, et al.
Published: (2026)
PhyloSDF: Phylogenetically-Conditioned Neural Generation of 3D Skull Morphology via Residual Flow Matching
by: Lau, Kaikwan, et al.
Published: (2026)
by: Lau, Kaikwan, et al.
Published: (2026)
SpectraFlow: Unifying Structural Pretraining and Frequency Adaptation for Medical Image Segmentation
by: Chen, Zhiquan, et al.
Published: (2026)
by: Chen, Zhiquan, et al.
Published: (2026)
FlowIt: Global Matching via Hierarchical Transformers and Optimal Transport for Optical Flow
by: Safadoust, Sadra, et al.
Published: (2026)
by: Safadoust, Sadra, et al.
Published: (2026)
TerraFlow: Multimodal, Multitemporal Representation Learning for Earth Observation
by: Puriy, Nazar, et al.
Published: (2026)
by: Puriy, Nazar, et al.
Published: (2026)
FluxFlow: Conservative Flow-Matching for Astronomical Image Super-Resolution
by: Liu, Shuhong, et al.
Published: (2026)
by: Liu, Shuhong, et al.
Published: (2026)
CrackSegFlow: Controllable Flow Matching Synthesis for Generalizable Crack Segmentation with a 50K Image-Mask Benchmark
by: Asadi, Babak, et al.
Published: (2026)
by: Asadi, Babak, et al.
Published: (2026)
VortSDF: 3D Modeling with Centroidal Voronoi Tesselation on Signed Distance Field
by: Thomas, Diego, et al.
Published: (2024)
by: Thomas, Diego, et al.
Published: (2024)
Temporal Flow Matching for Learning Spatio-Temporal Trajectories in 4D Longitudinal Medical Imaging
by: Disch, Nico Albert, et al.
Published: (2025)
by: Disch, Nico Albert, et al.
Published: (2025)
MedSymmFlow: Bridging Generative Modeling and Classification in Medical Imaging through Symmetrical Flow Matching
by: Caetano, Francisco, et al.
Published: (2025)
by: Caetano, Francisco, et al.
Published: (2025)
Flow Matching with Optimized Subclass Priors for Medical Image Augmentation
by: Nützel, Felix, et al.
Published: (2026)
by: Nützel, Felix, et al.
Published: (2026)
FlowAR: Scale-wise Autoregressive Image Generation Meets Flow Matching
by: Ren, Sucheng, et al.
Published: (2024)
by: Ren, Sucheng, et al.
Published: (2024)
SenseFlow: Scaling Distribution Matching for Flow-based Text-to-Image Distillation
by: Ge, Xingtong, et al.
Published: (2025)
by: Ge, Xingtong, et al.
Published: (2025)
Deforming Videos to Masks: Flow Matching for Referring Video Segmentation
by: Wang, Zanyi, et al.
Published: (2025)
by: Wang, Zanyi, et al.
Published: (2025)
Product-of-Gaussian-Mixture Diffusion Models for Joint Nonlinear MRI Reconstruction
by: Nagler, Laurenz, et al.
Published: (2026)
by: Nagler, Laurenz, et al.
Published: (2026)
4KDehazeFlow: Ultra-High-Definition Image Dehazing via Flow Matching
by: Chen, Xingchi, et al.
Published: (2025)
by: Chen, Xingchi, et al.
Published: (2025)
FlowLUT: Efficient Image Enhancement via Differentiable LUTs and Iterative Flow Matching
by: Hu, Liubing, et al.
Published: (2025)
by: Hu, Liubing, et al.
Published: (2025)
FlowIID: Single-Step Intrinsic Image Decomposition via Latent Flow Matching
by: Singla, Mithlesh, et al.
Published: (2026)
by: Singla, Mithlesh, et al.
Published: (2026)
Similar Items
-
Understanding, Accelerating, and Improving MeanFlow Training
by: Kim, Jin-Young, et al.
Published: (2025) -
Restora-Flow: Mask-Guided Image Restoration with Flow Matching
by: Hadzic, Arnela, et al.
Published: (2025) -
Continuous Space-Time Video Super-Resolution with 3D Fourier Fields
by: Becker, Alexander, et al.
Published: (2025) -
FocusSDF: Boundary-Aware Learning for Medical Image Segmentation via Signed Distance Supervision
by: Shafique, Muzammal, et al.
Published: (2025) -
Posterior-Variance-Based Error Quantification for Inverse Problems in Imaging
by: Narnhofer, Dominik, et al.
Published: (2022)