图像生成 - arXivDaily 专题

2401.05159 2025-01-17 cs.CV cs.AI 83%

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

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

Comments Paper is submitted in EMBC 2024 Conference

2501.09008 2025-01-16 cs.CV 83%

SimGen: A Diffusion-Based Framework for Simultaneous Surgical Image and Segmentation Mask Generation

Aditya Bhat, Rupak Bose, Chinedu Innocent Nwoye, Nicolas Padoy

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

Comments 12 pages, 17 figures, 4 tables, project page at https://camma-public.github.io/endogen/

2501.08900 2025-01-16 cs.CV 83%

Enhanced Multi-Scale Cross-Attention for Person Image Generation

Hao Tang, Ling Shao, Nicu Sebe, Luc Van Gool

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

Comments Accepted to TPAMI, an extended version of a paper published in ECCV2020. arXiv admin note: substantial text overlap with arXiv:2007.09278

2501.08604 2025-01-16 cs.CV 83%

Watermarking in Diffusion Model: Gaussian Shading with Exact Diffusion Inversion via Coupled Transformations (EDICT)

Krishna Panthi

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

Comments 5 pages

2501.07070 2025-01-14 cs.CV 83%

Enhancing Image Generation Fidelity via Progressive Prompts

Zhen Xiong, Yuqi Li, Chuanguang Yang, Tiao Tan, Zhihong Zhu, Siyuan Li, Yue Ma

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

Comments Accepted by ICASSP 2025, Github: https://github.com/ZhenXiong-dl/ICASSP2025-RCAC

2501.06655 2025-01-14 cs.LG cs.CV 83%

Personalized Preference Fine-tuning of Diffusion Models

Meihua Dang, Anikait Singh, Linqi Zhou, Stefano Ermon, Jiaming Song

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

2501.00944 2025-01-14 cs.CV eess.IV 83%

Diffusion Prism: Enhancing Diversity and Morphology Consistency in Mask-to-Image Diffusion

Hao Wang, Xiwen Chen, Ashish Bastola, Jiayou Qin, Abolfazl Razi

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

2501.05427 2025-01-10 cs.CV 83%

Zero-1-to-G: Taming Pretrained 2D Diffusion Model for Direct 3D Generation

Xuyi Meng, Chen Wang, Jiahui Lei, Kostas Daniilidis, Jiatao Gu, Lingjie Liu

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

2501.04012 2025-01-09 cs.MM cs.LG 83%

FlexCache: Flexible Approximate Cache System for Video Diffusion

Desen Sun, Henry Tian, Tim Lu, Sihang Liu

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

2412.05781 2025-01-09 cs.CV cs.AI cs.LG 83%

Open-Source Acceleration of Stable-Diffusion.cpp Deployable on All Devices

Jingxu Ng, Cheng Lv, Pu Zhao, Wei Niu, Juyi Lin, Minzhou Pan, Yun Liang, Yanzhi Wang

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

2501.02447 2025-01-07 cs.CV cs.LG eess.IV 83%

MedSegDiffNCA: Diffusion Models With Neural Cellular Automata for Skin Lesion Segmentation

Avni Mittal, John Kalkhof, Anirban Mukhopadhyay, Arnav Bhavsar

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

Comments 5 pages, 3 figures

2412.14456 2025-01-07 cs.CV eess.IV 83%

LEDiff: Latent Exposure Diffusion for HDR Generation

Chao Wang, Zhihao Xia, Thomas Leimkuehler, Karol Myszkowski, Xuaner Zhang

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

2412.04146 2025-01-07 cs.CV 83%

AnyDressing: Customizable Multi-Garment Virtual Dressing via Latent Diffusion Models

Xinghui Li, Qichao Sun, Pengze Zhang, Fulong Ye, Zhichao Liao, Wanquan Feng, Songtao Zhao, Qian He

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

Comments Project page: https://crayon-shinchan.github.io/AnyDressing/

2402.01369 2025-01-06 cs.LG cs.CR cs.CV 83%

On the Multi-modal Vulnerability of Diffusion Models

Dingcheng Yang, Yang Bai, Xiaojun Jia, Yang Liu, Xiaochun Cao, Wenjian Yu

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

Comments Accepted at ICML2024 Workshop on Trustworthy Multi-modal Foundation Models and AI Agents (TiFA)

2412.20045 2024-12-31 cs.CV cs.AI 83%

Enhancing Diffusion Models for Inverse Problems with Covariance-Aware Posterior Sampling

Shayan Mohajer Hamidi, En-Hui Yang

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

2412.19992 2024-12-31 cs.CV cs.AI 83%

An Ordinary Differential Equation Sampler with Stochastic Start for Diffusion Bridge Models

Yuang Wang, Pengfei Jin, Li Zhang, Quanzheng Li, Zhiqiang Chen, Dufan Wu

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

Comments 9 pages, 5 figures, This work has been submitted to the IEEE for possible publication

2311.14768 2024-12-31 cs.CV cs.AI 83%

AdaDiff: Adaptive Step Selection for Fast Diffusion Models

Hui Zhang, Zuxuan Wu, Zhen Xing, Jie Shao, Yu-Gang Jiang

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

Comments Accepted by AAAI 2025

2412.10935 2024-12-30 cs.LG cs.CV 83%

Progressive Compression with Universally Quantized Diffusion Models

Yibo Yang, Justus C. Will, Stephan Mandt

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

Comments 20 pages, 10 figures

2403.14526 2024-12-30 cs.RO cs.AI cs.CV 83%

Click to Grasp: Zero-Shot Precise Manipulation via Visual Diffusion Descriptors

Nikolaos Tsagkas, Jack Rome, Subramanian Ramamoorthy, Oisin Mac Aodha, Chris Xiaoxuan Lu

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

Comments 8 pages, 4 figures

2412.18838 2024-12-30 cs.CV cs.LG 83%

DiFiC: Your Diffusion Model Holds the Secret to Fine-Grained Clustering

Ruohong Yang, Peng Hu, Xi Peng, Xiting Liu, Yunfan Li

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

2412.16112 2024-12-23 cs.CV 83%

CLEAR: Conv-Like Linearization Revs Pre-Trained Diffusion Transformers Up

Songhua Liu, Zhenxiong Tan, Xinchao Wang

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

2412.15853 2024-12-23 cs.CV 83%

Semi-Supervised Adaptation of Diffusion Models for Handwritten Text Generation

Kai Brandenbusch

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

2412.15541 2024-12-23 cs.CV cs.AI 83%

ChangeDiff: A Multi-Temporal Change Detection Data Generator with Flexible Text Prompts via Diffusion Model

Qi Zang, Jiayi Yang, Shuang Wang, Dong Zhao, Wenjun Yi, Zhun Zhong

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

2412.15205 2024-12-20 cs.CV 83%

FlowAR: Scale-wise Autoregressive Image Generation Meets Flow Matching

Sucheng Ren, Qihang Yu, Ju He, Xiaohui Shen, Alan Yuille, Liang-Chieh Chen

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

2412.14628 2024-12-20 cs.CV cs.LG 83%

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models

Keith G. Mills, Mohammad Salameh, Ruichen Chen, Negar Hassanpour, Wei Lu, Di Niu

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

Comments AAAI 2025; version includes supplementary material; 22 Pages, 18 Figures, 8 Tables

2412.14531 2024-12-20 cs.CV 83%

Consistent Human Image and Video Generation with Spatially Conditioned Diffusion

Mingdeng Cao, Chong Mou, Ziyang Yuan, Xintao Wang, Zhaoyang Zhang, Ying Shan, Yinqiang Zheng

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

Comments Project page: https://github.com/ljzycmd/SCD

2412.14167 2024-12-19 cs.CV cs.AI cs.LG 83%

VideoDPO: Omni-Preference Alignment for Video Diffusion Generation

Runtao Liu, Haoyu Wu, Zheng Ziqiang, Chen Wei, Yingqing He, Renjie Pi, Qifeng Chen

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

2412.10178 2024-12-19 cs.CV cs.AI 83%

SwiftTry: Fast and Consistent Video Virtual Try-On with Diffusion Models

Hung Nguyen, Quang Qui-Vinh Nguyen, Khoi Nguyen, Rang Nguyen

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

2412.12982 2024-12-18 eess.IV cs.CV 83%

Stable Diffusion is a Natural Cross-Modal Decoder for Layered AI-generated Image Compression

Ruijie Chen, Qi Mao, Zhengxue Cheng

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

2412.12095 2024-12-18 cs.CV 83%

Causal Diffusion Transformers for Generative Modeling

Chaorui Deng, Deyao Zhu, Kunchang Li, Shi Guang, Haoqi Fan

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

Comments 22 figures, 21 pages

1. 扩散模型 69989 篇

Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN

SimGen: A Diffusion-Based Framework for Simultaneous Surgical Image and Segmentation Mask Generation

Enhanced Multi-Scale Cross-Attention for Person Image Generation

Watermarking in Diffusion Model: Gaussian Shading with Exact Diffusion Inversion via Coupled Transformations (EDICT)

Enhancing Image Generation Fidelity via Progressive Prompts

Personalized Preference Fine-tuning of Diffusion Models

Diffusion Prism: Enhancing Diversity and Morphology Consistency in Mask-to-Image Diffusion

Zero-1-to-G: Taming Pretrained 2D Diffusion Model for Direct 3D Generation

FlexCache: Flexible Approximate Cache System for Video Diffusion

Open-Source Acceleration of Stable-Diffusion.cpp Deployable on All Devices

MedSegDiffNCA: Diffusion Models With Neural Cellular Automata for Skin Lesion Segmentation

LEDiff: Latent Exposure Diffusion for HDR Generation

AnyDressing: Customizable Multi-Garment Virtual Dressing via Latent Diffusion Models

On the Multi-modal Vulnerability of Diffusion Models

Enhancing Diffusion Models for Inverse Problems with Covariance-Aware Posterior Sampling

An Ordinary Differential Equation Sampler with Stochastic Start for Diffusion Bridge Models

AdaDiff: Adaptive Step Selection for Fast Diffusion Models

Progressive Compression with Universally Quantized Diffusion Models

Click to Grasp: Zero-Shot Precise Manipulation via Visual Diffusion Descriptors

DiFiC: Your Diffusion Model Holds the Secret to Fine-Grained Clustering

CLEAR: Conv-Like Linearization Revs Pre-Trained Diffusion Transformers Up

Semi-Supervised Adaptation of Diffusion Models for Handwritten Text Generation

ChangeDiff: A Multi-Temporal Change Detection Data Generator with Flexible Text Prompts via Diffusion Model

FlowAR: Scale-wise Autoregressive Image Generation Meets Flow Matching

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models

Consistent Human Image and Video Generation with Spatially Conditioned Diffusion

VideoDPO: Omni-Preference Alignment for Video Diffusion Generation

SwiftTry: Fast and Consistent Video Virtual Try-On with Diffusion Models

Stable Diffusion is a Natural Cross-Modal Decoder for Layered AI-generated Image Compression

Causal Diffusion Transformers for Generative Modeling