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Temporal Differential Fields for 4D Motion Modeling via Image-to-Video Synthesis
v1v2 (latest)

Temporal Differential Fields for 4D Motion Modeling via Image-to-Video Synthesis

International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
22 May 2025
Xin You
Minghui Zhang
Hanxiao Zhang
J. Yang
Nassir Navab
    DiffMVGenMedIm
ArXiv (abs)PDFHTML

Papers citing "Temporal Differential Fields for 4D Motion Modeling via Image-to-Video Synthesis"

19 / 19 papers shown
FIX-CLIP: Dual-Branch Hierarchical Contrastive Learning via Synthetic Captions for Better Understanding of Long Text
FIX-CLIP: Dual-Branch Hierarchical Contrastive Learning via Synthetic Captions for Better Understanding of Long Text
Bingchao Wang
Zhiwei Ning
Jianyu Ding
Xuanang Gao
Yin Li
Dongsheng Jiang
J. Yang
Wei Liu
CLIPVLM
226
5
0
14 Jul 2025
Ultrasound Image-to-Video Synthesis via Latent Dynamic Diffusion Models
Ultrasound Image-to-Video Synthesis via Latent Dynamic Diffusion ModelsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Tingxiu Chen
Yilei Shi
Zixuan Zheng
Bingcong Yan
Jingliang Hu
Xiao Xiang Zhu
Lichao Mou
VGenMedIm
305
14
0
19 Mar 2025
Cross-conditioned Diffusion Model for Medical Image to Image Translation
Cross-conditioned Diffusion Model for Medical Image to Image TranslationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Zhaohu Xing
Sicheng Yang
Sixiang Chen
Tian-Chun Ye
Yijun Yang
Jing Qin
Lei Zhu
DiffMMedIm
216
35
0
13 Sep 2024
Data-Efficient Unsupervised Interpolation Without Any Intermediate Frame
  for 4D Medical Images
Data-Efficient Unsupervised Interpolation Without Any Intermediate Frame for 4D Medical Images
JungEun Kim
Hangyul Yoon
Geondo Park
Kyungsu Kim
Eunho Yang
208
11
0
01 Apr 2024
Video Interpolation with Diffusion Models
Video Interpolation with Diffusion Models
Siddhant Jain
Daniel Watson
Eric Tabellion
Aleksander Holyñski
Ben Poole
Janne Kontkanen
SupRVGenDiffM
284
62
0
01 Apr 2024
Sora: A Review on Background, Technology, Limitations, and Opportunities
  of Large Vision Models
Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models
Yixin Liu
Kai Zhang
Yuan Li
Zhiling Yan
Chujie Gao
...
Yue Huang
Hanchi Sun
Jianfeng Gao
Lifang He
Lichao Sun
VLMVGenEGVM
423
488
0
27 Feb 2024
Motion-I2V: Consistent and Controllable Image-to-Video Generation with
  Explicit Motion Modeling
Motion-I2V: Consistent and Controllable Image-to-Video Generation with Explicit Motion ModelingInternational Conference on Computer Graphics and Interactive Techniques (SIGGRAPH), 2024
Xiaoyu Shi
Zhaoyang Huang
Fu-Yun Wang
Weikang Bian
Dasong Li
...
Ka Chun Cheung
Simon See
Hongwei Qin
Jifeng Da
Jiaming Song
VGenDiffM
351
171
0
29 Jan 2024
4D Myocardium Reconstruction with Decoupled Motion and Shape Model
4D Myocardium Reconstruction with Decoupled Motion and Shape ModelIEEE International Conference on Computer Vision (ICCV), 2023
Xiaohan Yuan
Cong Liu
Yangang Wang
257
8
0
27 Aug 2023
Align your Latents: High-Resolution Video Synthesis with Latent
  Diffusion Models
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2023
A. Blattmann
Robin Rombach
Huan Ling
Tim Dockhorn
Seung Wook Kim
Sanja Fidler
Karsten Kreis
3DGSVGen
610
1,429
0
18 Apr 2023
LDMVFI: Video Frame Interpolation with Latent Diffusion Models
LDMVFI: Video Frame Interpolation with Latent Diffusion ModelsAAAI Conference on Artificial Intelligence (AAAI), 2023
Duolikun Danier
Fan Zhang
David Bull
DiffMVGen
309
93
0
16 Mar 2023
Diffusion Deformable Model for 4D Temporal Medical Image Generation
Diffusion Deformable Model for 4D Temporal Medical Image GenerationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Boah Kim
Jong Chul Ye
DiffMMedIm
288
101
0
27 Jun 2022
Video Diffusion Models
Video Diffusion ModelsNeural Information Processing Systems (NeurIPS), 2022
Jonathan Ho
Tim Salimans
Alexey A. Gritsenko
William Chan
Mohammad Norouzi
David J. Fleet
DiffMVGen
830
2,206
0
07 Apr 2022
High-Resolution Image Synthesis with Latent Diffusion Models
High-Resolution Image Synthesis with Latent Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2021
Robin Rombach
A. Blattmann
Dominik Lorenz
Patrick Esser
Bjorn Ommer
DiffM
2.8K
20,975
0
20 Dec 2021
Denoising Diffusion Probabilistic Models
Denoising Diffusion Probabilistic Models
Jonathan Ho
Ajay Jain
Pieter Abbeel
DiffM
4.9K
25,697
0
19 Jun 2020
A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical
  Image
A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical ImageComputer Vision and Pattern Recognition (CVPR), 2020
Yuyu Guo
Lei Bi
Euijoon Ahn
Dagan Feng
Qian Wang
Jinman Kim
MedIm
228
28
0
28 Feb 2020
Towards Accurate Generative Models of Video: A New Metric & Challenges
Towards Accurate Generative Models of Video: A New Metric & Challenges
Thomas Unterthiner
Sjoerd van Steenkiste
Karol Kurach
Raphaël Marinier
Marcin Michalski
Sylvain Gelly
EGVMVGen
781
1,026
0
03 Dec 2018
VoxelMorph: A Learning Framework for Deformable Medical Image
  Registration
VoxelMorph: A Learning Framework for Deformable Medical Image Registration
Guha Balakrishnan
Amy Zhao
M. Sabuncu
John Guttag
Adrian Dalca
MedIm
554
1,871
0
14 Sep 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
Richard Y. Zhang
Phillip Isola
Alexei A. Efros
Eli Shechtman
Oliver Wang
EGVM
2.5K
15,288
0
11 Jan 2018
Learning Spatio-Temporal Representation with Pseudo-3D Residual Networks
Learning Spatio-Temporal Representation with Pseudo-3D Residual Networks
Zhaofan Qiu
Ting Yao
Tao Mei
172
1,777
0
28 Nov 2017
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