图像生成 - arXivDaily 专题

2311.15657 2024-07-18 cs.CV 83%

Enhancing Diffusion Models with Text-Encoder Reinforcement Learning

Chaofeng Chen, Annan Wang, Haoning Wu, Liang Liao, Wenxiu Sun, Qiong Yan, Weisi Lin

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

Comments ECCV2024

2407.11594 2024-07-17 cs.CV cs.AI cs.LG 83%

DiNO-Diffusion. Scaling Medical Diffusion via Self-Supervised Pre-Training

Guillermo Jimenez-Perez, Pedro Osorio, Josef Cersovsky, Javier Montalt-Tordera, Jens Hooge, Steffen Vogler, Sadegh Mohammadi

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

Comments 12 pages, 5 figures

2407.11162 2024-07-17 cs.CV 83%

Integrating Amortized Inference with Diffusion Models for Learning Clean Distribution from Corrupted Images

Yifei Wang, Weimin Bai, Weijian Luo, Wenzheng Chen, He Sun

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

2407.10592 2024-07-16 cs.CV 83%

InsertDiffusion: Identity Preserving Visualization of Objects through a Training-Free Diffusion Architecture

Phillip Mueller, Jannik Wiese, Ioan Craciun, Lars Mikelsons

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

2407.09551 2024-07-16 cs.CV cs.AI cs.LG 83%

Diminishing Stereotype Bias in Image Generation Model using Reinforcemenlent Learning Feedback

Xin Chen, Virgile Foussereau

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

2407.08513 2024-07-16 cs.CV 83%

Fine-Tuning Stable Diffusion XL for Stylistic Icon Generation: A Comparison of Caption Size

Youssef Sultan, Jiangqin Ma, Yu-Ying Liao

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

Comments 11 pages, 22 figures

2403.11503 2024-07-16 cs.CV 83%

Diffusion Models are Geometry Critics: Single Image 3D Editing Using Pre-Trained Diffusion Priors

Ruicheng Wang, Jianfeng Xiang, Jiaolong Yang, Xin Tong

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

Comments Project page: https://wangrc.site/Diff3DEdit/

2404.00292 2024-07-15 cs.CV 83%

LAKE-RED: Camouflaged Images Generation by Latent Background Knowledge Retrieval-Augmented Diffusion

Pancheng Zhao, Peng Xu, Pengda Qin, Deng-Ping Fan, Zhicheng Zhang, Guoli Jia, Bowen Zhou, Jufeng Yang

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

Comments Accepted by CVPR 2024, Fig.2 and Equation 4 revised

2407.03961 2024-07-12 cs.CV cs.LG 83%

Leveraging Latent Diffusion Models for Training-Free In-Distribution Data Augmentation for Surface Defect Detection

Federico Girella, Ziyue Liu, Franco Fummi, Francesco Setti, Marco Cristani, Luigi Capogrosso

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

Comments Accepted at the 21st International Conference on Content-Based Multimedia Indexing (CBMI 2024)

2407.08231 2024-07-12 cs.CV 83%

E2VIDiff: Perceptual Events-to-Video Reconstruction using Diffusion Priors

Jinxiu Liang, Bohan Yu, Yixin Yang, Yiming Han, Boxin Shi

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

2403.10911 2024-07-12 cs.CV 83%

Efficient Diffusion-Driven Corruption Editor for Test-Time Adaptation

Yeongtak Oh, Jonghyun Lee, Jooyoung Choi, Dahuin Jung, Uiwon Hwang, Sungroh Yoon

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

Comments ECCV 2024 Camera Ready

2407.07197 2024-07-11 cs.CV 83%

ColorPeel: Color Prompt Learning with Diffusion Models via Color and Shape Disentanglement

Muhammad Atif Butt, Kai Wang, Javier Vazquez-Corral, Joost van de Weijer

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

Comments Accepted in ECCV 2024

2407.06250 2024-07-10 cs.CV 83%

FairDiff: Fair Segmentation with Point-Image Diffusion

Wenyi Li, Haoran Xu, Guiyu Zhang, Huan-ang Gao, Mingju Gao, Mengyu Wang, Hao Zhao

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

Comments Accepted to MICCAI 2024

2403.05808 2024-07-10 cs.CV eess.IV 83%

Adaptive Multi-modal Fusion of Spatially Variant Kernel Refinement with Diffusion Model for Blind Image Super-Resolution

Junxiong Lin, Yan Wang, Zeng Tao, Boyang Wang, Qing Zhao, Haorang Wang, Xuan Tong, Xinji Mai, Yuxuan Lin, Wei Song, Jiawen Yu, Shaoqi Yan, Wenqiang Zhang

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

2407.05842 2024-07-09 cs.CV 83%

3D Vessel Graph Generation Using Denoising Diffusion

Chinmay Prabhakar, Suprosanna Shit, Fabio Musio, Kaiyuan Yang, Tamaz Amiranashvili, Johannes C. Paetzold, Hongwei Bran Li, Bjoern Menze

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

Comments Accepted to MICCAI 2024

2407.05323 2024-07-09 eess.IV cs.CV 83%

Enhancing Label-efficient Medical Image Segmentation with Text-guided Diffusion Models

Chun-Mei Feng

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

Comments MICCAI 2024, Early Accept

2407.03300 2024-07-04 cs.LG cs.AI cs.CV 83%

DisCo-Diff: Enhancing Continuous Diffusion Models with Discrete Latents

Yilun Xu, Gabriele Corso, Tommi Jaakkola, Arash Vahdat, Karsten Kreis

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

Comments project page: https://research.nvidia.com/labs/lpr/disco-diff

2407.01905 2024-07-03 cs.CV 83%

Enhancing Multi-Class Anomaly Detection via Diffusion Refinement with Dual Conditioning

Jiawei Zhan, Jinxiang Lai, Bin-Bin Gao, Jun Liu, Xiaochen Chen, Chengjie Wang

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

2407.00316 2024-07-02 cs.CV 83%

OccFusion: Rendering Occluded Humans with Generative Diffusion Priors

Adam Sun, Tiange Xiang, Scott Delp, Li Fei-Fei, Ehsan Adeli

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

2404.11741 2024-07-02 physics.med-ph cs.CV 83%

Diffusion Schrödinger Bridge Models for High-Quality MR-to-CT Synthesis for Head and Neck Proton Treatment Planning

Muheng Li, Xia Li, Sairos Safai, Damien Weber, Antony Lomax, Ye Zhang

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

Comments International Conference on the use of Computers in Radiation therapy (ICCR)

2406.18566 2024-06-28 cs.CV cs.AI cs.LG 83%

Memorized Images in Diffusion Models share a Subspace that can be Located and Deleted

Ruchika Chavhan, Ondrej Bohdal, Yongshuo Zong, Da Li, Timothy Hospedales

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

2402.04929 2024-06-28 cs.CV cs.AI cs.LG 83%

Source-Free Domain Adaptation with Diffusion-Guided Source Data Generation

Shivang Chopra, Suraj Kothawade, Houda Aynaou, Aman Chadha

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

Comments arXiv admin note: substantial text overlap with arXiv:2310.01701

2406.16476 2024-06-25 cs.CV 83%

ResMaster: Mastering High-Resolution Image Generation via Structural and Fine-Grained Guidance

Shuwei Shi, Wenbo Li, Yuechen Zhang, Jingwen He, Biao Gong, Yinqiang Zheng

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

2306.01902 2024-06-25 cs.CV 83%

Unlearnable Examples for Diffusion Models: Protect Data from Unauthorized Exploitation

Zhengyue Zhao, Jinhao Duan, Xing Hu, Kaidi Xu, Chenan Wang, Rui Zhang, Zidong Du, Qi Guo, Yunji Chen

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

2406.15910 2024-06-25 cs.CV 83%

Soft Masked Mamba Diffusion Model for CT to MRI Conversion

Zhenbin Wang, Lei Zhang, Lituan Wang, Zhenwei Zhang

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

2406.15829 2024-06-25 cs.CV 83%

MVOC: a training-free multiple video object composition method with diffusion models

Wei Wang, Yaosen Chen, Yuegen Liu, Qi Yuan, Shubin Yang, Yanru Zhang

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

2308.12059 2024-06-25 cs.CV cs.LG 83%

Manipulating Embeddings of Stable Diffusion Prompts

Niklas Deckers, Julia Peters, Martin Potthast

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

Comments IJCAI 2024 camera ready version

2406.11100 2024-06-18 cs.CV 83%

An Analysis on Quantizing Diffusion Transformers

Yuewei Yang, Jialiang Wang, Xiaoliang Dai, Peizhao Zhang, Hongbo Zhang

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

Comments CVPR T4V workshop

2406.00210 2024-06-18 cs.CV 83%

A-SDM: Accelerating Stable Diffusion through Model Assembly and Feature Inheritance Strategies

Jinchao Zhu, Yuxuan Wang, Siyuan Pan, Pengfei Wan, Di Zhang, Gao Huang

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

Comments 19 pages, 16 figures, submitted to IEEE Transactions on Neural Networks and Learning Systems

2406.09768 2024-06-17 cs.CV cs.AI cs.LG 83%

Bayesian Conditioned Diffusion Models for Inverse Problems

Alper Güngör, Bahri Batuhan Bilecen, Tolga Çukur

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

Comments 17 pages

1. 扩散模型 70015 篇

Enhancing Diffusion Models with Text-Encoder Reinforcement Learning

DiNO-Diffusion. Scaling Medical Diffusion via Self-Supervised Pre-Training

Integrating Amortized Inference with Diffusion Models for Learning Clean Distribution from Corrupted Images

InsertDiffusion: Identity Preserving Visualization of Objects through a Training-Free Diffusion Architecture

Diminishing Stereotype Bias in Image Generation Model using Reinforcemenlent Learning Feedback

Fine-Tuning Stable Diffusion XL for Stylistic Icon Generation: A Comparison of Caption Size

Diffusion Models are Geometry Critics: Single Image 3D Editing Using Pre-Trained Diffusion Priors

LAKE-RED: Camouflaged Images Generation by Latent Background Knowledge Retrieval-Augmented Diffusion

Leveraging Latent Diffusion Models for Training-Free In-Distribution Data Augmentation for Surface Defect Detection

E2VIDiff: Perceptual Events-to-Video Reconstruction using Diffusion Priors

Efficient Diffusion-Driven Corruption Editor for Test-Time Adaptation

ColorPeel: Color Prompt Learning with Diffusion Models via Color and Shape Disentanglement

FairDiff: Fair Segmentation with Point-Image Diffusion

Adaptive Multi-modal Fusion of Spatially Variant Kernel Refinement with Diffusion Model for Blind Image Super-Resolution

3D Vessel Graph Generation Using Denoising Diffusion

Enhancing Label-efficient Medical Image Segmentation with Text-guided Diffusion Models

DisCo-Diff: Enhancing Continuous Diffusion Models with Discrete Latents

Enhancing Multi-Class Anomaly Detection via Diffusion Refinement with Dual Conditioning

OccFusion: Rendering Occluded Humans with Generative Diffusion Priors

Diffusion Schrödinger Bridge Models for High-Quality MR-to-CT Synthesis for Head and Neck Proton Treatment Planning

Memorized Images in Diffusion Models share a Subspace that can be Located and Deleted

Source-Free Domain Adaptation with Diffusion-Guided Source Data Generation

ResMaster: Mastering High-Resolution Image Generation via Structural and Fine-Grained Guidance

Unlearnable Examples for Diffusion Models: Protect Data from Unauthorized Exploitation

Soft Masked Mamba Diffusion Model for CT to MRI Conversion

MVOC: a training-free multiple video object composition method with diffusion models

Manipulating Embeddings of Stable Diffusion Prompts

An Analysis on Quantizing Diffusion Transformers

A-SDM: Accelerating Stable Diffusion through Model Assembly and Feature Inheritance Strategies

Bayesian Conditioned Diffusion Models for Inverse Problems