Title
Flip Learning: Weakly Supervised Erase to Segment Nodules in Breast Ultrasound Yuhao Huang Ao Chang Haoran Dou X. Tao Xinrui Zhou ... Ruobing Huang Alejandro F Frangi Lingyun Bao Xin Yang Dong Ni 123 1 0 26 Mar 2025
Diffuse-UDA: Addressing Unsupervised Domain Adaptation in Medical Image Segmentation with Appearance and Structure Aligned Diffusion Models Haifan Gong Yitao Wang Yihan Wang Jiashun Xiao Xiang Wan Haofeng Li MedIm 116 3 0 12 Aug 2024
Training-Free Condition Video Diffusion Models for single frame Spatial-Semantic Echocardiogram Synthesis Van Phi Nguyen Tri Nhan Luong Ha Huy Hieu Pham Quoc Long Tran VGen DiffM MedIm 58 2 0 06 Aug 2024
Medical SAM 2: Segment medical images as video via Segment Anything Model 2 Jiayuan Zhu Yunli Qi A. El Abbadi VLM MedIm 117 80 0 01 Aug 2024
Optimizing Synthetic Data for Enhanced Pancreatic Tumor Segmentation Linkai Peng Zheyuan Zhang Gorkem Durak Frank H. Miller Alpay Medetalibeyoglu Michael B. Wallace Ulas Bagci MedIm 100 4 0 27 Jul 2024
Knowledge-driven AI-generated data for accurate and interpretable breast ultrasound diagnoses Haojun Yu Youcheng Li Nan Zhang Zihan Niu Xuantong Gong ... Binghui Tang Ling Huo Qingli Zhu Yong Wang Liwei Wang MedIm 66 3 0 23 Jul 2024
FairDiff: Fair Segmentation with Point-Image Diffusion Wenyi Li Haoran Xu Guiyu Zhang Huan-ang Gao Mingju Gao Mengyu Wang Hao Zhao MedIm 120 11 0 08 Jul 2024
3D MRI Synthesis with Slice-Based Latent Diffusion Models: Improving Tumor Segmentation Tasks in Data-Scarce Regimes Aghiles Kebaili J. Lapuyade-Lahorgue Pierre Vera S. Ruan MedIm 55 3 0 08 Jun 2024
Is Synthetic Data all We Need? Benchmarking the Robustness of Models Trained with Synthetic Images Krishnakant Singh Thanush Navaratnam Jannik Holmer Simone Schaub-Meyer Stefan Roth DiffM 96 21 0 30 May 2024
MotionDreamer: Zero-Shot 3D Mesh Animation from Video Diffusion Models Lukas Uzolas E. Eisemann Petr Kellnhofer 113 1 0 30 May 2024
Memory-efficient High-resolution OCT Volume Synthesis with Cascaded Amortized Latent Diffusion Models Kun Huang Xiao Ma Yuhan Zhang Na Su Songtao Yuan Yong Liu Qiang Chen Huazhu Fu MedIm DiffM 122 3 0 26 May 2024
CT Synthesis with Conditional Diffusion Models for Abdominal Lymph Node Segmentation Yongrui Yu Hanyu Chen Zitian Zhang Qiong Xiao Wenhui Lei ... Yu Fu Hui Tan Guan Wang Peng Gao Xiaofan Zhang DiffM MedIm 92 6 0 26 Mar 2024
Do Generated Data Always Help Contrastive Learning? Yifei Wang Jizhe Zhang Yisen Wang DiffM 93 26 0 19 Mar 2024
VFusion3D: Learning Scalable 3D Generative Models from Video Diffusion Models Junlin Han Filippos Kokkinos Philip Torr VGen 141 42 0 18 Mar 2024
Endora: Video Generation Models as Endoscopy Simulators Chenxin Li Hengyu Liu Yifan Liu Brandon Yushan Feng Wuyang Li Xinyu Liu Zhen Chen Jing Shao Yixuan Yuan VGen MedIm 125 40 0 17 Mar 2024
Towards Generalizable Tumor Synthesis Qi Chen Xiaoxi Chen Haorui Song Zhiwei Xiong Alan Yuille Chen Wei Zongwei Zhou MedIm 129 46 0 29 Feb 2024
InstaGen: Enhancing Object Detection by Training on Synthetic Dataset Chengjian Feng Yujie Zhong Zequn Jie Weidi Xie Lin Ma ObjD 100 15 0 08 Feb 2024
ConsistI2V: Enhancing Visual Consistency for Image-to-Video Generation Weiming Ren Harry Yang Ge Zhang Cong Wei Xinrun Du Stephen W. Huang Wenhu Chen DiffM VGen 124 65 0 06 Feb 2024
Polyp-DDPM: Diffusion-Based Semantic Polyp Synthesis for Enhanced Segmentation Zolnamar Dorjsembe H. Pao Furen Xiao MedIm 59 6 0 06 Feb 2024
Boximator: Generating Rich and Controllable Motions for Video Synthesis Jiawei Wang Yuchen Zhang Jiaxin Zou Yan Zeng Guoqiang Wei Liping Yuan Hang Li DiffM VGen 102 51 0 02 Feb 2024
Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN Muhammad Ali Farooq Wang Yao Michael Schukat Mark A Little Peter Corcoran DiffM MedIm 67 12 0 10 Jan 2024
Moonshot: Towards Controllable Video Generation and Editing with Multimodal Conditions David Junhao Zhang Dongxu Li Hung Le Mike Zheng Shou Caiming Xiong Doyen Sahoo VGen 78 25 0 03 Jan 2024
FlowVid: Taming Imperfect Optical Flows for Consistent Video-to-Video Synthesis Feng Liang Bichen Wu Jialiang Wang Licheng Yu Kunpeng Li ... Ishan Misra Jia-Bin Huang Peizhao Zhang Peter Vajda Diana Marculescu VGen DiffM 65 35 0 29 Dec 2023
I2V-Adapter: A General Image-to-Video Adapter for Diffusion Models Xun Guo Mingwu Zheng Liang Hou Yuan Gao Yufan Deng ... Yufan Liu Weiming Hu Zhengjun Zha Haibin Huang Chongyang Ma DiffM VGen 78 36 0 27 Dec 2023
Fast ODE-based Sampling for Diffusion Models in Around 5 Steps Zhenyu Zhou Defang Chen Can Wang Chun-Yen Chen DiffM 99 53 0 30 Nov 2023
VBench: Comprehensive Benchmark Suite for Video Generative Models Ziqi Huang Yinan He Jiashuo Yu Fan Zhang Chenyang Si ... Xinyuan Chen Limin Wang Dahua Lin Yu Qiao Ziwei Liu VGen 200 451 0 29 Nov 2023
Synthetically Enhanced: Unveiling Synthetic Data's Potential in Medical Imaging Research Bardia Khosravi Frank Li Theo Dapamede Pouria Rouzrokh Cooper Gamble ... C. Wyles Andrew B. Sellergren S. Purkayastha Bradley J. Erickson J. Gichoya MedIm 84 18 0 15 Nov 2023
FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models Lihe Yang Xiaogang Xu Bingyi Kang Yinghuan Shi Hengshuang Zhao 80 46 0 23 Oct 2023
EMIT-Diff: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model Zheyu Zhang Lanhong Yao Bin Wang Debesh Jha Elif Keles Alpay Medetalibeyoglu Ulas Bagci MedIm 80 15 0 19 Oct 2023
LAMP: Learn A Motion Pattern for Few-Shot-Based Video Generation Ruiqi Wu Liangyu Chen Tong Yang Chunle Guo Chongyi Li Xiangyu Zhang DiffM VGen 166 53 0 16 Oct 2023
Echocardiography video synthesis from end diastolic semantic map via diffusion model Nguyen Van Phi Tran Minh Duc Hieu H. Pham Tran Quoc Long DiffM MedIm VGen 71 5 0 11 Oct 2023
FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing Yuren Cong Mengmeng Xu Christian Simon Shoufa Chen Jiawei Ren Yanping Xie Juan-Manuel Perez-Rua Bodo Rosenhahn Tao Xiang Sen He DiffM VGen 112 87 0 09 Oct 2023
Augmenting medical image classifiers with synthetic data from latent diffusion models Luke Sagers James A. Diao Luke Melas-Kyriazi Matthew Groh Pranav Rajpurkar A. Adamson V. Rotemberg Roxana Daneshjou Arjun K. Manrai DiffM MedIm 83 15 0 23 Aug 2023
IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models Hu Ye Jun Zhang Siyi Liu Xiao Han Wei Yang DiffM 117 809 0 13 Aug 2023
AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning Yuwei Guo Ceyuan Yang Anyi Rao Zhengyang Liang Yaohui Wang Yu Qiao Maneesh Agrawala Dahua Lin Bo Dai VGen 142 882 0 10 Jul 2023
Inflated 3D Convolution-Transformer for Weakly-supervised Carotid Stenosis Grading with Ultrasound Videos Xinrui Zhou Yuhao Huang Wufeng Xue Xin Yang Yuxin Zou Qilong Ying Yuanji Zhang Jia Liu Jie Jessie Ren Dong Ni ViT MedIm 95 5 0 05 Jun 2023
Fourier Test-time Adaptation with Multi-level Consistency for Robust Classification Yuhao Huang Xin Yang Xiaoqiong Huang Xinrui Zhou Haozhe Chi Haoran Dou Xindi Hu Jian Wang Xuedong Deng Dong Ni TTA 81 8 0 05 Jun 2023
VideoComposer: Compositional Video Synthesis with Motion Controllability Xiang Wang Hangjie Yuan Shiwei Zhang Dayou Chen Jiuniu Wang Yingya Zhang Yujun Shen Deli Zhao Jingren Zhou VGen DiffM 116 341 0 03 Jun 2023
Conditional Diffusion Models for Semantic 3D Brain MRI Synthesis Zolnamar Dorjsembe H. Pao Sodtavilan Odonchimed Furen Xiao DiffM MedIm 90 47 0 29 May 2023
ControlVideo: Conditional Control for One-shot Text-driven Video Editing and Beyond Min Zhao Rongzheng Wang Fan Bao Chongxuan Li Jun Zhu VGen DiffM 35 5 0 26 May 2023
ControlVideo: Training-free Controllable Text-to-Video Generation Yabo Zhang Yuxiang Wei Dongsheng Jiang Xiaopeng Zhang W. Zuo Qi Tian VGen DiffM 124 254 0 22 May 2023
Preserve Your Own Correlation: A Noise Prior for Video Diffusion Models Songwei Ge Seungjun Nah Guilin Liu Tyler Poon Andrew Tao Bryan Catanzaro David Jacobs Jia-Bin Huang Ming-Yuan Liu Yogesh Balaji DiffM VGen 125 263 0 17 May 2023
AMT: All-Pairs Multi-Field Transforms for Efficient Frame Interpolation Zerui Li Zuo-Liang Zhu Linghao Han Qibin Hou Chunle Guo Ming-Ming Cheng 95 108 0 19 Apr 2023
Generative models improve fairness of medical classifiers under distribution shifts Ira Ktena Olivia Wiles Isabela Albuquerque Sylvestre-Alvise Rebuffi Ryutaro Tanno ... Danielle Belgrave Pushmeet Kohli Alan Karthikesalingam A. Cemgil Sven Gowal OOD MedIm 200 91 0 18 Apr 2023
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models A. Blattmann Robin Rombach Huan Ling Tim Dockhorn Seung Wook Kim Sanja Fidler Karsten Kreis 3DGS VGen 230 1,105 0 18 Apr 2023
Synthetic Data from Diffusion Models Improves ImageNet Classification Shekoofeh Azizi Simon Kornblith Chitwan Saharia Mohammad Norouzi David J. Fleet VLM DiffM 123 316 0 17 Apr 2023
Conditional Image-to-Video Generation with Latent Flow Diffusion Models Haomiao Ni Changhao Shi Kaican Li Sharon X. Huang Martin Renqiang Min VGen DiffM 75 175 0 24 Mar 2023
Text2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video Generators Levon Khachatryan A. Movsisyan Vahram Tadevosyan Roberto Henschel Zhangyang Wang Shant Navasardyan Humphrey Shi VGen 83 579 0 23 Mar 2023
Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis Hadrien Reynaud Mengyun Qiao Mischa Dombrowski Thomas Day Reza Razavi Alberto Gómez Paul Leeson Bernhard Kainz DiffM VGen MedIm 78 22 0 22 Mar 2023
FateZero: Fusing Attentions for Zero-shot Text-based Video Editing Chenyang Qi Xiaodong Cun Yong Zhang Chenyang Lei Xintao Wang Ying Shan Qifeng Chen VGen 114 355 0 16 Mar 2023