图像生成

Polyp-DDPM: Diffusion-Based Semantic Polyp Synthesis for Enhanced Segmentation

Zolnamar Dorjsembe, Hsing-Kuo Pao, Furen Xiao

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments This preprint has been accepted for publication in the proceedings of the IEEE Engineering in Medicine and Biology Society (EMBC 2024). The final published version is available at https://doi.org/10.1109/EMBC53108.2024.10782077. The copyright for this work has been transferred to IEEE

Journal ref Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2024

Bridging Classification and Segmentation in Osteosarcoma Assessment via Foundation and Discrete Diffusion Models

Manh Duong Nguyen, Dac Thai Nguyen, Trung Viet Nguyen, Homi Yamada, Huy Hieu Pham, Phi Le Nguyen

机构 * Hanoi University of Science and Technology（河内科学技术大学） ； Vinmec Times City International Hospital（Vinmec Times City国际医院） ； Vinmec Healthcare System（Vinmec医疗系统） ； VinUni-Illinois Smart Health Center（VinUni-伊利诺伊智能健康中心） ； College of Health Sciences, VinUniversity（VinUniversity健康科学学院） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments Accepted for presentation at the 2025 IEEE International Symposium on Biomedical Imaging (ISBI 2025)

PAFUSE: Part-based Diffusion for 3D Whole-Body Pose Estimation

Nermin Samet, Cédric Rommel, David Picard, Eduardo Valle

机构 * LIGM, Ecole des Ponts, Univ Gustave Eiffel, CNRS（LIGM、巴黎桥路学院、古斯塔夫·埃菲尔大学、法国国家科学研究中心） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments Accepted to ECCV 2024 Workshop T-CAP (Towards a Complete Analysis of People)

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations

Qiya Song, Jiajun Hu, Lin Xiao, Bin Sun, Xieping Gao, Shutao Li

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.MM

Cached Adaptive Token Merging: Dynamic Token Reduction and Redundant Computation Elimination in Diffusion Model

Omid Saghatchian, Atiyeh Gh. Moghadam, Ahmad Nickabadi

机构 * Amirkabir University of Technology（阿米尔卡比尔理工大学） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

A Novel Diffusion Model for Pairwise Geoscience Data Generation with Unbalanced Training Dataset

Junhuan Yang, Yuzhou Zhang, Yi Sheng, Youzuo Lin, Lei Yang

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments Accepted at AAAI 2025. This is the preprint version. Keywords: Multi-modal generation, diffuison models, scientific data generation, unbalanced modalities

Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation

Mingjia Li, Shuang Li, Tongrui Su, Longhui Yuan, Jian Liang, Wei Li

机构 * Beijing Institute of Technology（北京理工大学） ； Beihang University（北京航空航天大学） ； Kuaishou Technology（快手科技） ； Inceptio Technology（嬴彻科技） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments Accepted by NeurIPS 2024. Project page: https://kiwixr.github.io/projects/dusa

Flash-Split: 2D Reflection Removal with Flash Cues and Latent Diffusion Separation

Tianfu Wang, Mingyang Xie, Haoming Cai, Sachin Shah, Christopher A. Metzler

机构 * University of Maryland（马里兰大学） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Towards Precise Scaling Laws for Video Diffusion Transformers

Yuanyang Yin, Yaqi Zhao, Mingwu Zheng, Ke Lin, Jiarong Ou, Rui Chen, Victor Shea-Jay Huang, Jiahao Wang, Xin Tao, Pengfei Wan, Di Zhang, Baoqun Yin, Wentao Zhang, Kun Gai

机构 * University of Science and Technology of China（中国科学技术大学） ； Peking University（北京大学） ； Kuaishou Technology（快手科技） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

IVIM-Morph: Motion-compensated quantitative Intra-voxel Incoherent Motion (IVIM) analysis for functional fetal lung maturity assessment from diffusion-weighted MRI data

Noga Kertes, Yael Zaffrani-Reznikov, Onur Afacan, Sila Kurugol, Simon K. Warfield, Moti Freiman

机构 * Faculty of Biomedical Engineering, Technion（以色列理工学院 生物医学工程学院） ； Boston Children’s Hospital（波士顿儿童医院） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments Accepted for publication in the journal: "Medical Image Analysis"

Realistic Noise Synthesis with Diffusion Models

Qi Wu, Mingyan Han, Ting Jiang, Chengzhi Jiang, Jinting Luo, Man Jiang, Haoqiang Fan, Shuaicheng Liu

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments Accepted by AAAI25

LTX-Video: Realtime Video Latent Diffusion

Yoav HaCohen, Nisan Chiprut, Benny Brazowski, Daniel Shalem, Dudu Moshe, Eitan Richardson, Eran Levin, Guy Shiran, Nir Zabari, Ori Gordon, Poriya Panet, Sapir Weissbuch, Victor Kulikov, Yaki Bitterman, Zeev Melumian, Ofir Bibi

机构 * Lightricks（莱特里克斯公司） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Diffgrasp: Whole-Body Grasping Synthesis Guided by Object Motion Using a Diffusion Model

Yonghao Zhang, Qiang He, Yanguang Wan, Yinda Zhang, Xiaoming Deng, Cuixia Ma, Hongan Wang

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments Accepted by AAAI 2025

Single-image reflection removal via self-supervised diffusion models

Zhengyang Lu, Weifan Wang, Tianhao Guo, Feng Wang

机构 * School of Design, Jiangnan University（江南大学设计学院） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

VideoMaker: Zero-shot Customized Video Generation with the Inherent Force of Video Diffusion Models

Tao Wu, Yong Zhang, Xiaodong Cun, Zhongang Qi, Junfu Pu, Huanzhang Dou, Guangcong Zheng, Ying Shan, Xi Li

机构 * College of Computer Science and Technology, Zhejiang University（浙江大学计算机科学与技术学院） ； ARC Lab, Tencent PCG（腾讯平台与内容事业群ARC实验室） ； Tencent AI Lab（腾讯AI实验室） ； Huawei Noah’s Ark Lab（华为诺亚方舟实验室） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments Project Page: https://wutao-cs.github.io/VideoMaker/

PartGen: Part-level 3D Generation and Reconstruction with Multi-View Diffusion Models

Minghao Chen, Roman Shapovalov, Iro Laina, Tom Monnier, Jianyuan Wang, David Novotny, Andrea Vedaldi

机构 * University of Oxford（牛津大学） ； Meta AI 纠错

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments Project Page: https://silent-chen.github.io/PartGen/

WeatherDG: LLM-assisted Diffusion Model for Procedural Weather Generation in Domain-Generalized Semantic Segmentation

Chenghao Qian, Yuhu Guo, Yuhong Mo, Wenjing Li

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

PSDiff: Diffusion Model for Person Search with Iterative and Collaborative Refinement

Chengyou Jia, Minnan Luo, Zhuohang Dang, Guang Dai, Xiaojun Chang, Jingdong Wang

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

EmoReg: Directional Latent Vector Modeling for Emotional Intensity Regularization in Diffusion-based Voice Conversion

Ashishkumar Gudmalwar, Ishan D. Biyani, Nirmesh Shah, Pankaj Wasnik, Rajiv Ratn Shah

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.MM

Comments Accepted to AAAI 2025

WaveDiffUR: A diffusion SDE-based solver for ultra magnification super-resolution in remote sensing images

Yue Shi, Liangxiu Han, Darren Dancy, Lianghao Han

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Feasibility Study of a Diffusion-Based Model for Cross-Modal Generation of Knee MRI from X-ray: Integrating Radiographic Feature Information

Zhe Wang, Yung Hsin Chen, Aladine Chetouani, Fabian Bauer, Yuhua Ru, Fang Chen, Liping Zhang, Rachid Jennane, Mohamed Jarraya

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Diffusion Model Based Visual Compensation Guidance and Visual Difference Analysis for No-Reference Image Quality Assessment

Zhaoyang Wang, Bo Hu, Mingyang Zhang, Jie Li, Leida Li, Maoguo Gong, Xinbo Gao

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments Accepted by TIP

Diffusion-Enhanced Test-time Adaptation with Text and Image Augmentation

Chun-Mei Feng, Yuanyang He, Jian Zou, Salman Khan, Huan Xiong, Zhen Li, Wangmeng Zuo, Rick Siow Mong Goh, Yong Liu

专题命中 扩散模型 ：diffusion(title)；image generation(abstract)；分类 cs.CV

Comments Accepted by International Journal of Computer Vision

Journal ref International Journal of Computer Vision, 2025

Multiscale Latent Diffusion Model for Enhanced Feature Extraction from Medical Images

Rabeya Tus Sadia, Jie Zhang, Jin Chen

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments version_3

Decoupled Video Generation with Chain of Training-free Diffusion Model Experts

Wenhao Li, Yichao Cao, Xiu Su, Xi Lin, Shan You, Mingkai Zheng, Yi Chen, Chang Xu

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Navigating Heterogeneity and Privacy in One-Shot Federated Learning with Diffusion Models

Matias Mendieta, Guangyu Sun, Chen Chen

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments WACV 2025

Adaptive Training Meets Progressive Scaling: Elevating Efficiency in Diffusion Models

Wenhao Li, Xiu Su, Yu Han, Shan You, Tao Huang, Chang Xu

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

LatentCRF: Continuous CRF for Efficient Latent Diffusion

Kanchana Ranasinghe, Sadeep Jayasumana, Andreas Veit, Ayan Chakrabarti, Daniel Glasner, Michael S Ryoo, Srikumar Ramalingam, Sanjiv Kumar

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Resolution-Robust 3D MRI Reconstruction with 2D Diffusion Priors: Diverse-Resolution Training Outperforms Interpolation

Anselm Krainovic, Stefan Ruschke, Reinhard Heckel

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

A Phase Transition in Diffusion Models Reveals the Hierarchical Nature of Data

Antonio Sclocchi, Alessandro Favero, Matthieu Wyart

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments 9 pages, 7 figures. Appendix: 11 pages, 9 figures