图像生成 - arXivDaily 专题

2412.00511 2024-12-03 eess.IV cs.AI cs.CV 83%

Energy-Based Prior Latent Space Diffusion model for Reconstruction of Lumbar Vertebrae from Thick Slice MRI

Yanke Wang, Yolanne Y. R. Lee, Aurelio Dolfini, Markus Reischl, Ender Konukoglu, Kyriakos Flouris

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

Journal ref MICCAI Workshop on Deep Generative Models, 2024

2406.12044 2024-12-03 cs.CV 83%

ARTIST: Improving the Generation of Text-rich Images with Disentangled Diffusion Models and Large Language Models

Jianyi Zhang, Yufan Zhou, Jiuxiang Gu, Curtis Wigington, Tong Yu, Yiran Chen, Tong Sun, Ruiyi Zhang

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

Comments Accepted to WACV 2025

Journal ref IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2025)

2403.06090 2024-12-03 cs.CV 83%

What Matters When Repurposing Diffusion Models for General Dense Perception Tasks?

Guangkai Xu, Yongtao Ge, Mingyu Liu, Chengxiang Fan, Kangyang Xie, Zhiyue Zhao, Hao Chen, Chunhua Shen

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

Comments Code is at: https://github.com/aim-uofa/GenPercept

2303.13495 2024-12-03 cs.CV 83%

ReVersion: Diffusion-Based Relation Inversion from Images

Ziqi Huang, Tianxing Wu, Yuming Jiang, Kelvin C. K. Chan, Ziwei Liu

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

Comments SIGGRAPH Asia (Conference Track) 2024, Project page: https://ziqihuangg.github.io/projects/reversion.html Code: https://github.com/ziqihuangg/ReVersion

2411.18824 2024-12-02 cs.CV 83%

FaithDiff: Unleashing Diffusion Priors for Faithful Image Super-resolution

Junyang Chen, Jinshan Pan, Jiangxin Dong

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

Comments Project page: https://jychen9811.github.io/FaithDiff_page/

2411.18662 2024-12-02 cs.CV 83%

HoliSDiP: Image Super-Resolution via Holistic Semantics and Diffusion Prior

Li-Yuan Tsao, Hao-Wei Chen, Hao-Wei Chung, Deqing Sun, Chun-Yi Lee, Kelvin C. K. Chan, Ming-Hsuan Yang

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

Comments Project page: https://liyuantsao.github.io/HoliSDiP/

2405.17472 2024-11-28 cs.LG cs.AI cs.CR cs.CV 83%

FreezeAsGuard: Mitigating Illegal Adaptation of Diffusion Models via Selective Tensor Freezing

Kai Huang, Haoming Wang, Wei Gao

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

Comments 28 pages

2405.05953 2024-11-28 cs.CV 83%

Frame Interpolation with Consecutive Brownian Bridge Diffusion

Zonglin Lyu, Ming Li, Jianbo Jiao, Chen Chen

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

Comments Formatting

2411.17535 2024-11-27 cs.CV 83%

IMPROVE: Improving Medical Plausibility without Reliance on HumanValidation -- An Enhanced Prototype-Guided Diffusion Framework

Anurag Shandilya, Swapnil Bhat, Akshat Gautam, Subhash Yadav, Siddharth Bhatt, Deval Mehta, Kshitij Jadhav

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

2411.16792 2024-11-27 cs.CV 83%

From Diffusion to Resolution: Leveraging 2D Diffusion Models for 3D Super-Resolution Task

Bohao Chen, Yanchao Zhang, Yanan Lv, Hua Han, Xi Chen

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

2411.07205 2024-11-27 cs.CV 83%

DLCR: A Generative Data Expansion Framework via Diffusion for Clothes-Changing Person Re-ID

Nyle Siddiqui, Florinel Alin Croitoru, Gaurav Kumar Nayak, Radu Tudor Ionescu, Mubarak Shah

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

Comments Published in WACV 2025

2405.20282 2024-11-26 cs.CV 83%

SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow

Chaoyang Wang, Xiangtai Li, Lu Qi, Henghui Ding, Yunhai Tong, Ming-Hsuan Yang

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

Comments NeurIPS 2024

2411.14863 2024-11-25 cs.CV cs.AI cs.LG 83%

Latent Schrodinger Bridge: Prompting Latent Diffusion for Fast Unpaired Image-to-Image Translation

Jeongsol Kim, Beomsu Kim, Jong Chul Ye

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

2410.23054 2024-11-25 cs.LG cs.AI cs.CL cs.CV 83%

Controlling Language and Diffusion Models by Transporting Activations

Pau Rodriguez, Arno Blaas, Michal Klein, Luca Zappella, Nicholas Apostoloff, Marco Cuturi, Xavier Suau

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

2411.13961 2024-11-22 cs.CV 83%

Zero-Shot Low-Light Image Enhancement via Joint Frequency Domain Priors Guided Diffusion

Jinhong He, Shivakumara Palaiahnakote, Aoxiang Ning, Minglong Xue

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

2410.07753 2024-11-22 cs.CV cs.LG 83%

Data Augmentation for Surgical Scene Segmentation with Anatomy-Aware Diffusion Models

Danush Kumar Venkatesh, Dominik Rivoir, Micha Pfeiffer, Fiona Kolbinger, Stefanie Speidel

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

Comments Accepted at WACV 2025

2408.16266 2024-11-22 cs.CV 83%

Inversion Circle Interpolation: Diffusion-based Image Augmentation for Data-scarce Classification

Yanghao Wang, Long Chen

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

2411.12811 2024-11-21 cs.CV 83%

Stylecodes: Encoding Stylistic Information For Image Generation

Ciara Rowles

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

Comments code: https://github.com/CiaraStrawberry/stylecodes project page: https://ciarastrawberry.github.io/stylecodes.github.io/. arXiv admin note: substantial text overlap with arXiv:2408.03209

2411.12773 2024-11-21 cs.CV 83%

Decoupling Training-Free Guided Diffusion by ADMM

Youyuan Zhang, Zehua Liu, Zenan Li, Zhaoyu Li, James J. Clark, Xujie Si

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

2411.11475 2024-11-19 cs.CV 83%

MVLight: Relightable Text-to-3D Generation via Light-conditioned Multi-View Diffusion

Dongseok Shim, Yichun Shi, Kejie Li, H. Jin Kim, Peng Wang

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

2411.10433 2024-11-18 cs.CV 83%

M-VAR: Decoupled Scale-wise Autoregressive Modeling for High-Quality Image Generation

Sucheng Ren, Yaodong Yu, Nataniel Ruiz, Feng Wang, Alan Yuille, Cihang Xie

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

2406.05191 2024-11-18 cs.CV 83%

DiffusionPID: Interpreting Diffusion via Partial Information Decomposition

Rushikesh Zawar, Shaurya Dewan, Prakanshul Saxena, Yingshan Chang, Andrew Luo, Yonatan Bisk

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

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

2410.21789 2024-11-14 cs.CV 83%

HairDiffusion: Vivid Multi-Colored Hair Editing via Latent Diffusion

Yu Zeng, Yang Zhang, Jiachen Liu, Linlin Shen, Kaijun Deng, Weizhao He, Jinbao Wang

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

Journal ref NeurIPS 2024, 38th Annual Conference on Neural Information Processing Systems

2411.07765 2024-11-13 cs.CV 83%

Novel View Synthesis with Pixel-Space Diffusion Models

Noam Elata, Bahjat Kawar, Yaron Ostrovsky-Berman, Miriam Farber, Ron Sokolovsky

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

2410.14265 2024-11-13 cs.CV 83%

HYPNOS : Highly Precise Foreground-focused Diffusion Finetuning for Inanimate Objects

Oliverio Theophilus Nathanael, Jonathan Samuel Lumentut, Nicholas Hans Muliawan, Edbert Valencio Angky, Felix Indra Kurniadi, Alfi Yusrotis Zakiyyah, Jeklin Harefa

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

Comments 26 pages, 12 figures, to appear on the Rich Media with Generative AI workshop in conjunction with Asian Conference on Computer Vision (ACCV) 2024

2405.02504 2024-11-13 eess.IV cs.CV 83%

Functional Imaging Constrained Diffusion for Brain PET Synthesis from Structural MRI

Minhui Yu, Mengqi Wu, Ling Yue, Andrea Bozoki, Mingxia Liu

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

2404.18252 2024-11-13 cs.CV 83%

Improving Training-free Conditional Diffusion Model via Fisher Information

Kaiyu Song, Hanjiang Lai

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

2404.08926 2024-11-13 cs.CV 83%

Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives

Yidan Liu, Jun Yue, Shaobo Xia, Pedram Ghamisi, Weiying Xie, Leyuan Fang

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

Journal ref in IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-22, 2024, Art no. 4708322

2410.01698 2024-11-12 eess.IV cs.CV 83%

COSMIC: Compress Satellite Images Efficiently via Diffusion Compensation

Ziyuan Zhang, Han Qiu, Maosen Zhang, Jun Liu, Bin Chen, Tianwei Zhang, Hewu Li

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

2411.03053 2024-11-06 cs.CV cs.AI 83%

Gradient-Guided Conditional Diffusion Models for Private Image Reconstruction: Analyzing Adversarial Impacts of Differential Privacy and Denoising

Tao Huang, Jiayang Meng, Hong Chen, Guolong Zheng, Xu Yang, Xun Yi, Hua Wang

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

1. 扩散模型 69989 篇

Energy-Based Prior Latent Space Diffusion model for Reconstruction of Lumbar Vertebrae from Thick Slice MRI

ARTIST: Improving the Generation of Text-rich Images with Disentangled Diffusion Models and Large Language Models

What Matters When Repurposing Diffusion Models for General Dense Perception Tasks?

ReVersion: Diffusion-Based Relation Inversion from Images

FaithDiff: Unleashing Diffusion Priors for Faithful Image Super-resolution

HoliSDiP: Image Super-Resolution via Holistic Semantics and Diffusion Prior

FreezeAsGuard: Mitigating Illegal Adaptation of Diffusion Models via Selective Tensor Freezing

Frame Interpolation with Consecutive Brownian Bridge Diffusion

IMPROVE: Improving Medical Plausibility without Reliance on HumanValidation -- An Enhanced Prototype-Guided Diffusion Framework

From Diffusion to Resolution: Leveraging 2D Diffusion Models for 3D Super-Resolution Task

DLCR: A Generative Data Expansion Framework via Diffusion for Clothes-Changing Person Re-ID

SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow

Latent Schrodinger Bridge: Prompting Latent Diffusion for Fast Unpaired Image-to-Image Translation

Controlling Language and Diffusion Models by Transporting Activations

Zero-Shot Low-Light Image Enhancement via Joint Frequency Domain Priors Guided Diffusion

Data Augmentation for Surgical Scene Segmentation with Anatomy-Aware Diffusion Models

Inversion Circle Interpolation: Diffusion-based Image Augmentation for Data-scarce Classification

Stylecodes: Encoding Stylistic Information For Image Generation

Decoupling Training-Free Guided Diffusion by ADMM

MVLight: Relightable Text-to-3D Generation via Light-conditioned Multi-View Diffusion

M-VAR: Decoupled Scale-wise Autoregressive Modeling for High-Quality Image Generation

DiffusionPID: Interpreting Diffusion via Partial Information Decomposition

HairDiffusion: Vivid Multi-Colored Hair Editing via Latent Diffusion

Novel View Synthesis with Pixel-Space Diffusion Models

HYPNOS : Highly Precise Foreground-focused Diffusion Finetuning for Inanimate Objects

Functional Imaging Constrained Diffusion for Brain PET Synthesis from Structural MRI

Improving Training-free Conditional Diffusion Model via Fisher Information

Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives

COSMIC: Compress Satellite Images Efficiently via Diffusion Compensation

Gradient-Guided Conditional Diffusion Models for Private Image Reconstruction: Analyzing Adversarial Impacts of Differential Privacy and Denoising