图像生成

Adaptive Caching for Faster Video Generation with Diffusion Transformers

Kumara Kahatapitiya, Haozhe Liu, Sen He, Ding Liu, Menglin Jia, Chenyang Zhang, Michael S. Ryoo, Tian Xie

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

Comments Project-page is available at https://adacache-dit.github.io

DanceFusion: A Spatio-Temporal Skeleton Diffusion Transformer for Audio-Driven Dance Motion Reconstruction

Li Zhao, Zhengmin Lu

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

Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors

Zihui Wu, Yu Sun, Yifan Chen, Bingliang Zhang, Yisong Yue, Katherine L. Bouman

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

Comments Accepted to NeurIPS 2024

GeNIe: Generative Hard Negative Images Through Diffusion

Soroush Abbasi Koohpayegani, Anuj Singh, K L Navaneet, Hamed Pirsiavash, Hadi Jamali-Rad

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

Comments Our code is available https://github.com/UCDvision/GeNIe

Sub-DM:Subspace Diffusion Model with Orthogonal Decomposition for MRI Reconstruction

Yu Guan, Qinrong Cai, Wei Li, Qiuyun Fan, Dong Liang, Qiegen Liu

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

Comments 10 pages, 11 figures

Zero-shot Dynamic MRI Reconstruction with Global-to-local Diffusion Model

Yu Guan, Kunlong Zhang, Qi Qi, Dong Wang, Ziwen Ke, Shaoyu Wang, Dong Liang, Qiegen Liu

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

Comments 11 pages, 9 figures

These Maps Are Made by Propagation: Adapting Deep Stereo Networks to Road Scenarios with Decisive Disparity Diffusion

Chuang-Wei Liu, Yikang Zhang, Qijun Chen, Ioannis Pitas, Rui Fan

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

Comments 13 pages, 7 figures

SynthSet: Generative Diffusion Model for Semantic Segmentation in Precision Agriculture

Andrew Heschl, Mauricio Murillo, Keyhan Najafian, Farhad Maleki

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

Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model

Min Zhao, Hongzhou Zhu, Chendong Xiang, Kaiwen Zheng, Chongxuan Li, Jun Zhu

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

Comments NeurIPS 2024. Project page: https://cond-image-leak.github.io/

DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models

Hengkang Wang, Xu Zhang, Taihui Li, Yuxiang Wan, Tiancong Chen, Ju Sun

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

Comments Published in NeurIPS 2024 (https://openreview.net/forum?id=81IFFsfQUj)

ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models

Jingyuan Zhu, Shiyu Li, Yuxuan Liu, Ping Huang, Jiulong Shan, Huimin Ma, Jian Yuan

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

Comments Accepted by NeurIPS2024

Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models

Tuomas Kynkäänniemi, Miika Aittala, Tero Karras, Samuli Laine, Timo Aila, Jaakko Lehtinen

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

Comments NeurIPS 2024

LDTrack: Dynamic People Tracking by Service Robots using Diffusion Models

Angus Fung, Beno Benhabib, Goldie Nejat

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

How much is a noisy image worth? Data Scaling Laws for Ambient Diffusion

Giannis Daras, Yeshwanth Cherapanamjeri, Constantinos Daskalakis

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

Comments Work in progress

ACE: All-round Creator and Editor Following Instructions via Diffusion Transformer

Zhen Han, Zeyinzi Jiang, Yulin Pan, Jingfeng Zhang, Chaojie Mao, Chenwei Xie, Yu Liu, Jingren Zhou

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

Blind Image Restoration via Fast Diffusion Inversion

Hamadi Chihaoui, Abdelhak Lemkhenter, Paolo Favaro

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

Comments Accepted to Neurips 2024

MVPaint: Synchronized Multi-View Diffusion for Painting Anything 3D

Wei Cheng, Juncheng Mu, Xianfang Zeng, Xin Chen, Anqi Pang, Chi Zhang, Zhibin Wang, Bin Fu, Gang Yu, Ziwei Liu, Liang Pan

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

Comments Project Page: https://mvpaint.github.io

Fashion-VDM: Video Diffusion Model for Virtual Try-On

Johanna Karras, Yingwei Li, Nan Liu, Luyang Zhu, Innfarn Yoo, Andreas Lugmayr, Chris Lee, Ira Kemelmacher-Shlizerman

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

Comments Accepted to SIGGRAPH Asia 2024

MoMu-Diffusion: On Learning Long-Term Motion-Music Synchronization and Correspondence

Fuming You, Minghui Fang, Li Tang, Rongjie Huang, Yongqi Wang, Zhou Zhao

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

Comments NeurIPS 2024

Optical Flow Representation Alignment Mamba Diffusion Model for Medical Video Generation

Zhenbin Wang, Lei Zhang, Lituan Wang, Minjuan Zhu, Zhenwei Zhang

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

HC$^3$L-Diff: Hybrid conditional latent diffusion with high frequency enhancement for CBCT-to-CT synthesis

Shi Yin, Hongqi Tan, Li Ming Chong, Haofeng Liu, Hui Liu, Kang Hao Lee, Jeffrey Kit Loong Tuan, Dean Ho, Yueming Jin

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

Comments 13 pages, 5 figures

Guided Synthesis of Labeled Brain MRI Data Using Latent Diffusion Models for Segmentation of Enlarged Ventricles

Tim Ruschke, Jonathan Frederik Carlsen, Adam Espe Hansen, Ulrich Lindberg, Amalie Monberg Hindsholm, Martin Norgaard, Claes Nøhr Ladefoged

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

Fast and Memory-Efficient Video Diffusion Using Streamlined Inference

Zheng Zhan, Yushu Wu, Yifan Gong, Zichong Meng, Zhenglun Kong, Changdi Yang, Geng Yuan, Pu Zhao, Wei Niu, Yanzhi Wang

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

Comments Accepted to NeurIPS 2024

Multistable Shape from Shading Emerges from Patch Diffusion

Xinran Nicole Han, Todd Zickler, Ko Nishino

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

BrepGen: A B-rep Generative Diffusion Model with Structured Latent Geometry

Xiang Xu, Joseph G. Lambourne, Pradeep Kumar Jayaraman, Zhengqing Wang, Karl D. D. Willis, Yasutaka Furukawa

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

Comments Accepted to ACM SIGGRAPH 2024. Code at https://github.com/samxuxiang/BrepGen

Diffusion-Based Representation Learning

Sarthak Mittal, Korbinian Abstreiter, Stefan Bauer, Bernhard Schölkopf, Arash Mehrjou

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

RopeTP: Global Human Motion Recovery via Integrating Robust Pose Estimation with Diffusion Trajectory Prior

Mingjiang Liang, Yongkang Cheng, Hualin Liang, Shaoli Huang, Wei Liu

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

Comments Accepted by WACV 2025 (Round 1)

HSIGene: A Foundation Model For Hyperspectral Image Generation

Li Pang, Xiangyong Cao, Datao Tang, Shuang Xu, Xueru Bai, Feng Zhou, Deyu Meng

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

Scaling Concept With Text-Guided Diffusion Models

Chao Huang, Susan Liang, Yunlong Tang, Yapeng Tian, Anurag Kumar, Chenliang Xu

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

Comments Project page: https://wikichao.github.io/ScalingConcept/

Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulated Diffusion Model

Hao Zhang, Lei Cao, Jiayi Ma

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

Comments Accepted by the 38th Conference on Neural Information Processing Systems (NeurIPS 2024)