图像生成 - arXivDaily 专题

2501.16330 2025-01-28 cs.CV cs.AI 83%

RelightVid: Temporal-Consistent Diffusion Model for Video Relighting

Ye Fang, Zeyi Sun, Shangzhan Zhang, Tong Wu, Yinghao Xu, Pan Zhang, Jiaqi Wang, Gordon Wetzstein, Dahua Lin

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

2409.16488 2025-01-24 eess.IV cs.CV cs.LG q-bio.OT 83%

Diffusion Models to Enhance the Resolution of Microscopy Images: A Tutorial

Harshith Bachimanchi, Giovanni Volpe

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

Comments 45 pages, 8 figures

2405.14477 2025-01-22 cs.LG cs.CV 83%

LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models

Seyedmorteza Sadat, Jakob Buhmann, Derek Bradley, Otmar Hilliges, Romann M. Weber

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

Comments Published as a conference paper at NeurIPS 2024

Journal ref The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024)

2501.11211 2025-01-22 cs.AR cs.CV cs.LG 83%

Ditto: Accelerating Diffusion Model via Temporal Value Similarity

Sungbin Kim, Hyunwuk Lee, Wonho Cho, Mincheol Park, Won Woo Ro

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

Comments Accepted for publication at the 2025 IEEE International Symposium on High-Performance Computer Architecture (HPCA 2025)

2501.09732 2025-01-17 cs.CV 83%

Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps

Nanye Ma, Shangyuan Tong, Haolin Jia, Hexiang Hu, Yu-Chuan Su, Mingda Zhang, Xuan Yang, Yandong Li, Tommi Jaakkola, Xuhui Jia, Saining Xie

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

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

1. 扩散模型 70159 篇

RelightVid: Temporal-Consistent Diffusion Model for Video Relighting

Diffusion Models to Enhance the Resolution of Microscopy Images: A Tutorial

LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models

Ditto: Accelerating Diffusion Model via Temporal Value Similarity

Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps

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