图像生成 - arXivDaily 专题

2409.12078 2024-09-19 eess.IV cs.CV cs.LG 79%

Denoising diffusion models for high-resolution microscopy image restoration

Pamela Osuna-Vargas, Maren H. Wehrheim, Lucas Zinz, Johanna Rahm, Ashwin Balakrishnan, Alexandra Kaminer, Mike Heilemann, Matthias Kaschube

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

2409.11920 2024-09-19 cs.CV cs.LG 79%

Generation of Complex 3D Human Motion by Temporal and Spatial Composition of Diffusion Models

Lorenzo Mandelli, Stefano Berretti

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

Comments 13 pages, 6 figures

2409.09605 2024-09-19 cs.CV 79%

DreamMover: Leveraging the Prior of Diffusion Models for Image Interpolation with Large Motion

Liao Shen, Tianqi Liu, Huiqiang Sun, Xinyi Ye, Baopu Li, Jianming Zhang, Zhiguo Cao

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

Comments ECCV 2024

2404.09016 2024-09-19 cs.LG cs.AI cs.CV 79%

Theoretical research on generative diffusion models: an overview

Melike Nur Yeğin, Mehmet Fatih Amasyalı

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

Journal ref Neurocomputing Volume 608 , 1 December 2024, 128373

2409.11406 2024-09-18 cs.CV 79%

Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion

Zhenwei Wang, Tengfei Wang, Zexin He, Gerhard Hancke, Ziwei Liu, Rynson W. H. Lau

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

Comments Project page: https://RAG-3D.github.io/

2409.11380 2024-09-18 cs.CV 79%

Ultrasound Image Enhancement with the Variance of Diffusion Models

Yuxin Zhang, Clément Huneau, Jérôme Idier, Diana Mateus

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

Comments Accepted by the IEEE International Ultrasonics Symposium (IUS) 2024

2409.11011 2024-09-18 eess.IV cs.AI cs.CV 79%

Enhanced segmentation of femoral bone metastasis in CT scans of patients using synthetic data generation with 3D diffusion models

Emile Saillard, Aurélie Levillain, David Mitton, Jean-Baptiste Pialat, Cyrille Confavreux, Hélène Follet, Thomas Grenier

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

Comments 14 pages, 5 figures 3 tables

2409.10847 2024-09-18 cs.CL cs.CV cs.LG 79%

BAD: Bidirectional Auto-regressive Diffusion for Text-to-Motion Generation

S. Rohollah Hosseyni, Ali Ahmad Rahmani, S. Jamal Seyedmohammadi, Sanaz Seyedin, Arash Mohammadi

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

2409.10597 2024-09-18 cs.CV 79%

Optimizing Resource Consumption in Diffusion Models through Hallucination Early Detection

Federico Betti, Lorenzo Baraldi, Lorenzo Baraldi, Rita Cucchiara, Nicu Sebe

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

Comments Accepted at ECCV Workshop 2024

2409.10473 2024-09-17 cs.CV cs.AI 79%

MacDiff: Unified Skeleton Modeling with Masked Conditional Diffusion

Lehong Wu, Lilang Lin, Jiahang Zhang, Yiyang Ma, Jiaying Liu

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

Comments Accepted by ECCV 2024

2409.10281 2024-09-17 cs.MM cs.AI cs.SD eess.AS 79%

DreamHead: Learning Spatial-Temporal Correspondence via Hierarchical Diffusion for Audio-driven Talking Head Synthesis

Fa-Ting Hong, Yunfei Liu, Yu Li, Changyin Zhou, Fei Yu, Dan Xu

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

2409.10180 2024-09-17 cs.CV 79%

RealDiff: Real-world 3D Shape Completion using Self-Supervised Diffusion Models

Başak Melis Öcal, Maxim Tatarchenko, Sezer Karaoglu, Theo Gevers

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

2409.09406 2024-09-17 cs.CV cs.AI cs.CR cs.LG 79%

Real-world Adversarial Defense against Patch Attacks based on Diffusion Model

Xingxing Wei, Caixin Kang, Yinpeng Dong, Zhengyi Wang, Shouwei Ruan, Yubo Chen, Hang Su

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

2409.09300 2024-09-17 cs.CV 79%

ManiDext: Hand-Object Manipulation Synthesis via Continuous Correspondence Embeddings and Residual-Guided Diffusion

Jiajun Zhang, Yuxiang Zhang, Liang An, Mengcheng Li, Hongwen Zhang, Zonghai Hu, Yebin Liu

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

2403.16803 2024-09-17 cs.RO cs.CV 79%

Exploiting Priors from 3D Diffusion Models for RGB-Based One-Shot View Planning

Sicong Pan, Liren Jin, Xuying Huang, Cyrill Stachniss, Marija Popović, Maren Bennewitz

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

Comments Sicong Pan and Liren Jin have equal contribution. Publication to appear in IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2024

2409.08572 2024-09-16 cs.CV 79%

DiffFAS: Face Anti-Spoofing via Generative Diffusion Models

Xinxu Ge, Xin Liu, Zitong Yu, Jingang Shi, Chun Qi, Jie Li, Heikki Kälviäinen

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

Comments ECCV 24

2409.08500 2024-09-16 eess.IV cs.CV 79%

Cross-conditioned Diffusion Model for Medical Image to Image Translation

Zhaohu Xing, Sicheng Yang, Sixiang Chen, Tian Ye, Yijun Yang, Jing Qin, Lei Zhu

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

Comments miccai24

2409.08482 2024-09-16 cs.LG cs.CR cs.CV 79%

Risks When Sharing LoRA Fine-Tuned Diffusion Model Weights

Dixi Yao

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

2409.08077 2024-09-13 cs.CV 79%

Diffusion-Based Image-to-Image Translation by Noise Correction via Prompt Interpolation

Junsung Lee, Minsoo Kang, Bohyung Han

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

Comments 16 pages, 5 figures, 6 tables

2409.07649 2024-09-13 cs.CV 79%

DiffTED: One-shot Audio-driven TED Talk Video Generation with Diffusion-based Co-speech Gestures

Steven Hogue, Chenxu Zhang, Hamza Daruger, Yapeng Tian, Xiaohu Guo

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

2409.06716 2024-09-13 eess.IV cs.CV cs.LG q-bio.NC 79%

Detailed delineation of the fetal brain in diffusion MRI via multi-task learning

Davood Karimi, Camilo Calixto, Haykel Snoussi, Maria Camila Cortes-Albornoz, Clemente Velasco-Annis, Caitlin Rollins, Camilo Jaimes, Ali Gholipour, Simon K. Warfield

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

2409.00991 2024-09-13 cs.CV cs.AI 79%

3D Priors-Guided Diffusion for Blind Face Restoration

Xiaobin Lu, Xiaobin Hu, Jun Luo, Ben Zhu, Yaping Ruan, Wenqi Ren

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

Comments This paper was accepted by ACM MM 2024, and the project page is accessible at: https://github.com/838143396/3Diffusion

2408.03156 2024-09-13 cs.CV cs.LG physics.med-ph 79%

Iterative CT Reconstruction via Latent Variable Optimization of Shallow Diffusion Models

Sho Ozaki, Shizuo Kaji, Toshikazu Imae, Kanabu Nawa, Hideomi Yamashita, Keiichi Nakagawa

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

Comments 20 pages, 10 figures

2409.07291 2024-09-12 cs.LG cs.AI cs.CR cs.CV stat.ML 79%

Exploring User-level Gradient Inversion with a Diffusion Prior

Zhuohang Li, Andrew Lowy, Jing Liu, Toshiaki Koike-Akino, Bradley Malin, Kieran Parsons, Ye Wang

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

Comments Presented at the International Workshop on Federated Learning in the Age of Foundation Models in conjunction with NeurIPS 2023

2409.07255 2024-09-12 cs.CV 79%

EMOdiffhead: Continuously Emotional Control in Talking Head Generation via Diffusion

Jian Zhang, Weijian Mai, Zhijun Zhang

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

Comments 12 pages, 7 figures

2409.07238 2024-09-12 cs.CV cs.IR 79%

Diff-VPS: Video Polyp Segmentation via a Multi-task Diffusion Network with Adversarial Temporal Reasoning

Yingling Lu, Yijun Yang, Zhaohu Xing, Qiong Wang, Lei Zhu

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

2409.06945 2024-09-12 cs.CV cs.AI 79%

FSMDet: Vision-guided feature diffusion for fully sparse 3D detector

Tianran Liu, Morteza Mousa Pasandi, Robert Laganiere

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

Comments Accepted by European Conference on Computer Vision (ECCV) 2024 workshop on VCAD

2409.06791 2024-09-12 cs.CV cs.HC cs.LG 79%

Human Motion Synthesis_ A Diffusion Approach for Motion Stitching and In-Betweening

Michael Adewole, Oluwaseyi Giwa, Favour Nerrise, Martins Osifeko, Ajibola Oyedeji

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

Comments 12 pages, 5 figures, and 11 equations

2409.04004 2024-09-12 cs.CV 79%

One-Shot Diffusion Mimicker for Handwritten Text Generation

Gang Dai, Yifan Zhang, Quhui Ke, Qiangya Guo, Shuangping Huang

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

Comments To appear in ECCV 2024

2309.01487 2024-09-12 cs.CV 79%

GenSelfDiff-HIS: Generative Self-Supervision Using Diffusion for Histopathological Image Segmentation

Vishnuvardhan Purma, Suhas Srinath, Seshan Srirangarajan, Aanchal Kakkar, Prathosh A. P

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

Comments Accepted to IEEE Transactions on Medical Imaging, 2024

1. 扩散模型 70277 篇

Denoising diffusion models for high-resolution microscopy image restoration

Generation of Complex 3D Human Motion by Temporal and Spatial Composition of Diffusion Models

DreamMover: Leveraging the Prior of Diffusion Models for Image Interpolation with Large Motion

Theoretical research on generative diffusion models: an overview

Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion

Ultrasound Image Enhancement with the Variance of Diffusion Models

Enhanced segmentation of femoral bone metastasis in CT scans of patients using synthetic data generation with 3D diffusion models

BAD: Bidirectional Auto-regressive Diffusion for Text-to-Motion Generation

Optimizing Resource Consumption in Diffusion Models through Hallucination Early Detection

MacDiff: Unified Skeleton Modeling with Masked Conditional Diffusion

DreamHead: Learning Spatial-Temporal Correspondence via Hierarchical Diffusion for Audio-driven Talking Head Synthesis

RealDiff: Real-world 3D Shape Completion using Self-Supervised Diffusion Models

Real-world Adversarial Defense against Patch Attacks based on Diffusion Model

ManiDext: Hand-Object Manipulation Synthesis via Continuous Correspondence Embeddings and Residual-Guided Diffusion

Exploiting Priors from 3D Diffusion Models for RGB-Based One-Shot View Planning

DiffFAS: Face Anti-Spoofing via Generative Diffusion Models

Cross-conditioned Diffusion Model for Medical Image to Image Translation

Risks When Sharing LoRA Fine-Tuned Diffusion Model Weights

Diffusion-Based Image-to-Image Translation by Noise Correction via Prompt Interpolation

DiffTED: One-shot Audio-driven TED Talk Video Generation with Diffusion-based Co-speech Gestures

Detailed delineation of the fetal brain in diffusion MRI via multi-task learning

3D Priors-Guided Diffusion for Blind Face Restoration

Iterative CT Reconstruction via Latent Variable Optimization of Shallow Diffusion Models

Exploring User-level Gradient Inversion with a Diffusion Prior

EMOdiffhead: Continuously Emotional Control in Talking Head Generation via Diffusion

Diff-VPS: Video Polyp Segmentation via a Multi-task Diffusion Network with Adversarial Temporal Reasoning

FSMDet: Vision-guided feature diffusion for fully sparse 3D detector

Human Motion Synthesis_ A Diffusion Approach for Motion Stitching and In-Betweening

One-Shot Diffusion Mimicker for Handwritten Text Generation

GenSelfDiff-HIS: Generative Self-Supervision Using Diffusion for Histopathological Image Segmentation