图像生成 - arXivDaily 专题

2403.11568 2024-06-06 cs.CV 83%

EffiVED:Efficient Video Editing via Text-instruction Diffusion Models

Zhenghao Zhang, Zuozhuo Dai, Long Qin, Weizhi Wang

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

2403.06741 2024-06-06 cs.CV 83%

Distribution-Aware Data Expansion with Diffusion Models

Haowei Zhu, Ling Yang, Jun-Hai Yong, Hongzhi Yin, Jiawei Jiang, Meng Xiao, Wentao Zhang, Bin Wang

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

Comments Project: https://github.com/haoweiz23/DistDiff

2406.01355 2024-06-04 cs.CV cs.AI cs.CR 83%

Differentially Private Fine-Tuning of Diffusion Models

Yu-Lin Tsai, Yizhe Li, Zekai Chen, Po-Yu Chen, Chia-Mu Yu, Xuebin Ren, Francois Buet-Golfouse

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

Comments 16 pages, 5 figures, 11 tables

2406.01300 2024-06-04 cs.CV 83%

pOps: Photo-Inspired Diffusion Operators

Elad Richardson, Yuval Alaluf, Ali Mahdavi-Amiri, Daniel Cohen-Or

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

Comments Project Page: https://popspaper.github.io/pOps/

2406.01125 2024-06-04 cs.CV 83%

$Δ$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Pengtao Chen, Mingzhu Shen, Peng Ye, Jianjian Cao, Chongjun Tu, Christos-Savvas Bouganis, Yiren Zhao, Tao Chen

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

Comments 12 pages, 6 figures, 6 tables

2312.07586 2024-06-04 cs.CV cs.AI cs.LG physics.data-an 83%

Characteristic Guidance: Non-linear Correction for Diffusion Model at Large Guidance Scale

Candi Zheng, Yuan Lan

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

Comments 8 pages, 7 figures

2312.07133 2024-06-04 cs.CV cs.LG 83%

LatentMan: Generating Consistent Animated Characters using Image Diffusion Models

Abdelrahman Eldesokey, Peter Wonka

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

Comments CVPRW 2024. Project page: https://abdo-eldesokey.github.io/latentman/

2405.21050 2024-06-03 cs.CV cs.LG 83%

Spectrum-Aware Parameter Efficient Fine-Tuning for Diffusion Models

Xinxi Zhang, Song Wen, Ligong Han, Felix Juefei-Xu, Akash Srivastava, Junzhou Huang, Hao Wang, Molei Tao, Dimitris N. Metaxas

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

2405.21048 2024-06-03 cs.CV 83%

Kaleido Diffusion: Improving Conditional Diffusion Models with Autoregressive Latent Modeling

Jiatao Gu, Ying Shen, Shuangfei Zhai, Yizhe Zhang, Navdeep Jaitly, Joshua M. Susskind

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

Comments 22 pages, 14 figures

2405.18071 2024-05-29 cs.CV 83%

Text Modality Oriented Image Feature Extraction for Detecting Diffusion-based DeepFake

Di Yang, Yihao Huang, Qing Guo, Felix Juefei-Xu, Xiaojun Jia, Run Wang, Geguang Pu, Yang Liu

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

2405.11794 2024-05-29 cs.CV 83%

ViViD: Video Virtual Try-on using Diffusion Models

Zixun Fang, Wei Zhai, Aimin Su, Hongliang Song, Kai Zhu, Mao Wang, Yu Chen, Zhiheng Liu, Yang Cao, Zheng-Jun Zha

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

2403.00644 2024-05-29 cs.CV 83%

Diff-Plugin: Revitalizing Details for Diffusion-based Low-level Tasks

Yuhao Liu, Zhanghan Ke, Fang Liu, Nanxuan Zhao, Rynson W. H. Lau

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

Comments Accepted to CVPR2024. Replaced some celebrity images to avoid copyright disputes

2310.10123 2024-05-29 cs.CV 83%

AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion

Yitong Jiang, Zhaoyang Zhang, Tianfan Xue, Jinwei Gu

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

2405.16537 2024-05-28 cs.CV 83%

I2VEdit: First-Frame-Guided Video Editing via Image-to-Video Diffusion Models

Wenqi Ouyang, Yi Dong, Lei Yang, Jianlou Si, Xingang Pan

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

Comments 19 pages

2405.16534 2024-05-28 cs.CV 83%

Pruning for Robust Concept Erasing in Diffusion Models

Tianyun Yang, Juan Cao, Chang Xu

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

Comments Under review

2405.15881 2024-05-28 cs.CV cs.AI cs.LG 83%

Scaling Diffusion Mamba with Bidirectional SSMs for Efficient Image and Video Generation

Shentong Mo, Yapeng Tian

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

2403.01633 2024-05-28 cs.LG cs.CV stat.ML 83%

Critical windows: non-asymptotic theory for feature emergence in diffusion models

Marvin Li, Sitan Chen

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

2404.09967 2024-05-27 cs.CV cs.AI cs.LG 83%

Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model

Han Lin, Jaemin Cho, Abhay Zala, Mohit Bansal

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

Comments First two authors contributed equally; Project page: https://ctrl-adapter.github.io/

2402.12741 2024-05-27 cs.CV 83%

MuLan: Multimodal-LLM Agent for Progressive and Interactive Multi-Object Diffusion

Sen Li, Ruochen Wang, Cho-Jui Hsieh, Minhao Cheng, Tianyi Zhou

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

Comments Added the application to human-agent interaction; added discussion with concurrent work

2402.04699 2024-05-24 cs.CV cs.AI cs.LG cs.NE 83%

Breaking Free: How to Hack Safety Guardrails in Black-Box Diffusion Models!

Shashank Kotyan, Po-Yuan Mao, Pin-Yu Chen, Danilo Vasconcellos Vargas

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

2312.00065 2024-05-24 cs.CV 83%

Unsupervised Keypoints from Pretrained Diffusion Models

Eric Hedlin, Gopal Sharma, Shweta Mahajan, Xingzhe He, Hossam Isack, Abhishek Kar Helge Rhodin, Andrea Tagliasacchi, Kwang Moo Yi

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

2206.00941 2024-05-21 cs.LG cs.AI cs.CV stat.ML 83%

Improving Diffusion Models for Inverse Problems using Manifold Constraints

Hyungjin Chung, Byeongsu Sim, Dohoon Ryu, Jong Chul Ye

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

Comments NeurIPS 2022 camera-ready; 29 pages, 16 figures

2405.09874 2024-05-17 cs.CV 83%

Dual3D: Efficient and Consistent Text-to-3D Generation with Dual-mode Multi-view Latent Diffusion

Xinyang Li, Zhangyu Lai, Linning Xu, Jianfei Guo, Liujuan Cao, Shengchuan Zhang, Bo Dai, Rongrong Ji

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

Comments Project Page: https://dual3d.github.io

2405.09288 2024-05-16 cs.CV 83%

DeCoDEx: Confounder Detector Guidance for Improved Diffusion-based Counterfactual Explanations

Nima Fathi, Amar Kumar, Brennan Nichyporuk, Mohammad Havaei, Tal Arbel

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

Comments Accepted to Medical Imaging with Deep Learning (MIDL) 2024

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

1. 扩散模型 70196 篇

EffiVED:Efficient Video Editing via Text-instruction Diffusion Models

Distribution-Aware Data Expansion with Diffusion Models

Differentially Private Fine-Tuning of Diffusion Models

pOps: Photo-Inspired Diffusion Operators

$Δ$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers

Characteristic Guidance: Non-linear Correction for Diffusion Model at Large Guidance Scale

LatentMan: Generating Consistent Animated Characters using Image Diffusion Models

Spectrum-Aware Parameter Efficient Fine-Tuning for Diffusion Models

Kaleido Diffusion: Improving Conditional Diffusion Models with Autoregressive Latent Modeling

Text Modality Oriented Image Feature Extraction for Detecting Diffusion-based DeepFake

ViViD: Video Virtual Try-on using Diffusion Models

Diff-Plugin: Revitalizing Details for Diffusion-based Low-level Tasks

AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion

I2VEdit: First-Frame-Guided Video Editing via Image-to-Video Diffusion Models

Pruning for Robust Concept Erasing in Diffusion Models

Scaling Diffusion Mamba with Bidirectional SSMs for Efficient Image and Video Generation

Critical windows: non-asymptotic theory for feature emergence in diffusion models

Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model

MuLan: Multimodal-LLM Agent for Progressive and Interactive Multi-Object Diffusion

Breaking Free: How to Hack Safety Guardrails in Black-Box Diffusion Models!

Unsupervised Keypoints from Pretrained Diffusion Models

Improving Diffusion Models for Inverse Problems using Manifold Constraints

Dual3D: Efficient and Consistent Text-to-3D Generation with Dual-mode Multi-view Latent Diffusion

DeCoDEx: Confounder Detector Guidance for Improved Diffusion-based Counterfactual Explanations

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