图像生成 - arXivDaily 专题

2405.08210 2024-05-15 cs.CV 83%

Infinite Texture: Text-guided High Resolution Diffusion Texture Synthesis

Yifan Wang, Aleksander Holynski, Brian L. Curless, Steven M. Seitz

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

2403.14421 2024-05-14 cs.LG cs.CR cs.CV 83%

DP-RDM: Adapting Diffusion Models to Private Domains Without Fine-Tuning

Jonathan Lebensold, Maziar Sanjabi, Pietro Astolfi, Adriana Romero-Soriano, Kamalika Chaudhuri, Mike Rabbat, Chuan Guo

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

2405.04974 2024-05-09 cs.CV cs.AI 83%

Discrepancy-based Diffusion Models for Lesion Detection in Brain MRI

Keqiang Fan, Xiaohao Cai, Mahesan Niranjan

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

2405.04312 2024-05-09 cs.CV 83%

Inf-DiT: Upsampling Any-Resolution Image with Memory-Efficient Diffusion Transformer

Zhuoyi Yang, Heyang Jiang, Wenyi Hong, Jiayan Teng, Wendi Zheng, Yuxiao Dong, Ming Ding, Jie Tang

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

2311.11383 2024-05-09 cs.CV 83%

A Survey of Emerging Applications of Diffusion Probabilistic Models in MRI

Yuheng Fan, Hanxi Liao, Shiqi Huang, Yimin Luo, Huazhu Fu, Haikun Qi

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

2210.02249 2024-05-07 cs.CV cs.AI 83%

LDEdit: Towards Generalized Text Guided Image Manipulation via Latent Diffusion Models

Paramanand Chandramouli, Kanchana Vaishnavi Gandikota

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

Comments Accepted BMVC 2022

2405.01872 2024-05-06 cs.CV 83%

Defect Image Sample Generation With Diffusion Prior for Steel Surface Defect Recognition

Yichun Tai, Kun Yang, Tao Peng, Zhenzhen Huang, Zhijiang Zhang

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

2311.18763 2024-05-06 cs.CV cs.AI cs.LG 83%

Continual Diffusion with STAMINA: STack-And-Mask INcremental Adapters

James Seale Smith, Yen-Chang Hsu, Zsolt Kira, Yilin Shen, Hongxia Jin

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

Comments CVPR-W 2024

2405.01130 2024-05-03 cs.CV 83%

Automated Virtual Product Placement and Assessment in Images using Diffusion Models

Mohammad Mahmudul Alam, Negin Sokhandan, Emmett Goodman

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

Comments Accepted at the 6th AI for Content Creation (AI4CC) workshop at CVPR 2024

2405.00858 2024-05-03 cs.CV 83%

Guided Conditional Diffusion Classifier (ConDiff) for Enhanced Prediction of Infection in Diabetic Foot Ulcers

Palawat Busaranuvong, Emmanuel Agu, Deepak Kumar, Shefalika Gautam, Reza Saadati Fard, Bengisu Tulu, Diane Strong

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

2404.19382 2024-05-01 cs.CV 83%

Probing Unlearned Diffusion Models: A Transferable Adversarial Attack Perspective

Xiaoxuan Han, Songlin Yang, Wei Wang, Yang Li, Jing Dong

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

2402.03305 2024-05-01 cs.LG cs.AI cs.CV 83%

Do Diffusion Models Learn Semantically Meaningful and Efficient Representations?

Qiyao Liang, Ziming Liu, Ila Fiete

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

Comments 13 pages, 9 figures

2404.18065 2024-04-30 cs.CV cs.AI 83%

Grounded Compositional and Diverse Text-to-3D with Pretrained Multi-View Diffusion Model

Xiaolong Li, Jiawei Mo, Ying Wang, Chethan Parameshwara, Xiaohan Fei, Ashwin Swaminathan, CJ Taylor, Zhuowen Tu, Paolo Favaro, Stefano Soatto

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

Comments 9 pages, 10 figures

2404.18033 2024-04-30 cs.CV 83%

Exposing Text-Image Inconsistency Using Diffusion Models

Mingzhen Huang, Shan Jia, Zhou Zhou, Yan Ju, Jialing Cai, Siwei Lyu

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

2404.15677 2024-04-30 cs.CV 83%

CharacterFactory: Sampling Consistent Characters with GANs for Diffusion Models

Qinghe Wang, Baolu Li, Xiaomin Li, Bing Cao, Liqian Ma, Huchuan Lu, Xu Jia

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

Comments Code will be released very soon: https://github.com/qinghew/CharacterFactory

2304.05060 2024-04-23 cs.CV 83%

SPIRiT-Diffusion: Self-Consistency Driven Diffusion Model for Accelerated MRI

Zhuo-Xu Cui, Chentao Cao, Yue Wang, Sen Jia, Jing Cheng, Xin Liu, Hairong Zheng, Dong Liang, Yanjie Zhu

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

2404.11537 2024-04-18 cs.CV eess.IV 83%

SSDiff: Spatial-spectral Integrated Diffusion Model for Remote Sensing Pansharpening

Yu Zhong, Xiao Wu, Liang-Jian Deng, Zihan Cao

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

2403.16627 2024-04-18 cs.CV 83%

SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions

Yuda Song, Zehao Sun, Xuanwu Yin

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

2404.10157 2024-04-17 cs.CV cs.LG 83%

Salient Object-Aware Background Generation using Text-Guided Diffusion Models

Amir Erfan Eshratifar, Joao V. B. Soares, Kapil Thadani, Shaunak Mishra, Mikhail Kuznetsov, Yueh-Ning Ku, Paloma de Juan

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

Comments Accepted for publication at CVPR 2024's Generative Models for Computer Vision workshop

2404.09918 2024-04-16 cs.CV 83%

EdgeRelight360: Text-Conditioned 360-Degree HDR Image Generation for Real-Time On-Device Video Portrait Relighting

Min-Hui Lin, Mahesh Reddy, Guillaume Berger, Michel Sarkis, Fatih Porikli, Ning Bi

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

Comments Camera-ready version (CVPR workshop - EDGE'24)

2309.01369 2024-04-16 cs.CV 83%

Exploring Limits of Diffusion-Synthetic Training with Weakly Supervised Semantic Segmentation

Ryota Yoshihashi, Yuya Otsuka, Kenji Doi, Tomohiro Tanaka, Hirokatsu Kataoka

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

2312.16837 2024-04-15 cs.CV 83%

DiffusionGAN3D: Boosting Text-guided 3D Generation and Domain Adaptation by Combining 3D GANs and Diffusion Priors

Biwen Lei, Kai Yu, Mengyang Feng, Miaomiao Cui, Xuansong Xie

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

Comments Accepted by CVPR2024

2311.13570 2024-04-15 cs.CV 83%

WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space

Katja Schwarz, Seung Wook Kim, Jun Gao, Sanja Fidler, Andreas Geiger, Karsten Kreis

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

2404.07178 2024-04-11 cs.CV 83%

Move Anything with Layered Scene Diffusion

Jiawei Ren, Mengmeng Xu, Jui-Chieh Wu, Ziwei Liu, Tao Xiang, Antoine Toisoul

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

Comments CVPR 2024 camera-ready

2312.13980 2024-04-11 cs.CV cs.LG 83%

Carve3D: Improving Multi-view Reconstruction Consistency for Diffusion Models with RL Finetuning

Desai Xie, Jiahao Li, Hao Tan, Xin Sun, Zhixin Shu, Yi Zhou, Sai Bi, Sören Pirk, Arie E. Kaufman

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

Comments 22 pages, 16 figures. Our code, training and testing data, and video results are available at: https://desaixie.github.io/carve-3d. This paper has been accepted to CVPR 2024. v2: incorporated changes from the CVPR 2024 camera-ready version

2404.06139 2024-04-10 cs.CV 83%

DiffHarmony: Latent Diffusion Model Meets Image Harmonization

Pengfei Zhou, Fangxiang Feng, Xiaojie Wang

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

Comments Accepted by ICMR 2024

2303.17546 2024-04-10 cs.CV cs.AI cs.LG 83%

PAIR-Diffusion: A Comprehensive Multimodal Object-Level Image Editor

Vidit Goel, Elia Peruzzo, Yifan Jiang, Dejia Xu, Xingqian Xu, Nicu Sebe, Trevor Darrell, Zhangyang Wang, Humphrey Shi

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

Comments Accepted in CVPR 2024, Project page https://vidit98.github.io/publication/conference-paper/pair_diff.html

2404.05519 2024-04-09 cs.CV cs.LG 83%

Investigating the Effectiveness of Cross-Attention to Unlock Zero-Shot Editing of Text-to-Video Diffusion Models

Saman Motamed, Wouter Van Gansbeke, Luc Van Gool

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

Comments Generative Models for Computer Vision Generative Models for Computer Vision CVPR 2024 Workshop

2404.05384 2024-04-09 cs.CV cs.AI 83%

Rethinking the Spatial Inconsistency in Classifier-Free Diffusion Guidance

Dazhong Shen, Guanglu Song, Zeyue Xue, Fu-Yun Wang, Yu Liu

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

Comments accepted by CVPR-2024

2404.04544 2024-04-09 cs.CV cs.AI 83%

BeyondScene: Higher-Resolution Human-Centric Scene Generation With Pretrained Diffusion

Gwanghyun Kim, Hayeon Kim, Hoigi Seo, Dong Un Kang, Se Young Chun

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

Comments Project page: https://janeyeon.github.io/beyond-scene

1. 扩散模型 70015 篇

Infinite Texture: Text-guided High Resolution Diffusion Texture Synthesis

DP-RDM: Adapting Diffusion Models to Private Domains Without Fine-Tuning

Discrepancy-based Diffusion Models for Lesion Detection in Brain MRI

Inf-DiT: Upsampling Any-Resolution Image with Memory-Efficient Diffusion Transformer

A Survey of Emerging Applications of Diffusion Probabilistic Models in MRI

LDEdit: Towards Generalized Text Guided Image Manipulation via Latent Diffusion Models

Defect Image Sample Generation With Diffusion Prior for Steel Surface Defect Recognition

Continual Diffusion with STAMINA: STack-And-Mask INcremental Adapters

Automated Virtual Product Placement and Assessment in Images using Diffusion Models

Guided Conditional Diffusion Classifier (ConDiff) for Enhanced Prediction of Infection in Diabetic Foot Ulcers

Probing Unlearned Diffusion Models: A Transferable Adversarial Attack Perspective

Do Diffusion Models Learn Semantically Meaningful and Efficient Representations?

Grounded Compositional and Diverse Text-to-3D with Pretrained Multi-View Diffusion Model

Exposing Text-Image Inconsistency Using Diffusion Models

CharacterFactory: Sampling Consistent Characters with GANs for Diffusion Models

SPIRiT-Diffusion: Self-Consistency Driven Diffusion Model for Accelerated MRI

SSDiff: Spatial-spectral Integrated Diffusion Model for Remote Sensing Pansharpening

SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions

Salient Object-Aware Background Generation using Text-Guided Diffusion Models

EdgeRelight360: Text-Conditioned 360-Degree HDR Image Generation for Real-Time On-Device Video Portrait Relighting

Exploring Limits of Diffusion-Synthetic Training with Weakly Supervised Semantic Segmentation

DiffusionGAN3D: Boosting Text-guided 3D Generation and Domain Adaptation by Combining 3D GANs and Diffusion Priors

WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space

Move Anything with Layered Scene Diffusion

Carve3D: Improving Multi-view Reconstruction Consistency for Diffusion Models with RL Finetuning

DiffHarmony: Latent Diffusion Model Meets Image Harmonization

PAIR-Diffusion: A Comprehensive Multimodal Object-Level Image Editor

Investigating the Effectiveness of Cross-Attention to Unlock Zero-Shot Editing of Text-to-Video Diffusion Models

Rethinking the Spatial Inconsistency in Classifier-Free Diffusion Guidance

BeyondScene: Higher-Resolution Human-Centric Scene Generation With Pretrained Diffusion