图像生成 - arXivDaily 专题

2410.10257 2024-10-15 cs.CV 85%

Saliency Guided Optimization of Diffusion Latents

Xiwen Wang, Jizhe Zhou, Xuekang Zhu, Cheng Li, Mao Li

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

2410.10133 2024-10-15 cs.CV 85%

TextCtrl: Diffusion-based Scene Text Editing with Prior Guidance Control

Weichao Zeng, Yan Shu, Zhenhang Li, Dongbao Yang, Yu Zhou

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

2308.01937 2024-10-15 cs.LG cs.AI cs.CR cs.CV 85%

Training Data Protection with Compositional Diffusion Models

Aditya Golatkar, Alessandro Achille, Ashwin Swaminathan, Stefano Soatto

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

2408.10571 2024-10-11 cs.CV cs.AI 85%

Prompt-Agnostic Adversarial Perturbation for Customized Diffusion Models

Cong Wan, Yuhang He, Xiang Song, Yihong Gong

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

Comments Accepted by NIPS 2024

2410.04171 2024-10-10 cs.CV cs.AI 85%

IV-Mixed Sampler: Leveraging Image Diffusion Models for Enhanced Video Synthesis

Shitong Shao, Zikai Zhou, Lichen Bai, Haoyi Xiong, Zeke Xie

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

2405.15234 2024-10-10 cs.CV cs.CR 85%

Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models

Yimeng Zhang, Xin Chen, Jinghan Jia, Yihua Zhang, Chongyu Fan, Jiancheng Liu, Mingyi Hong, Ke Ding, Sijia Liu

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

Comments Accepted by NeurIPS'24. Codes are available at https://github.com/OPTML-Group/AdvUnlearn

2312.06038 2024-10-08 cs.CV cs.LG 85%

Correcting Diffusion Generation through Resampling

Yujian Liu, Yang Zhang, Tommi Jaakkola, Shiyu Chang

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

2311.10794 2024-10-04 cs.CV 85%

Text-to-Sticker: Style Tailoring Latent Diffusion Models for Human Expression

Animesh Sinha, Bo Sun, Anmol Kalia, Arantxa Casanova, Elliot Blanchard, David Yan, Winnie Zhang, Tony Nelli, Jiahui Chen, Hardik Shah, Licheng Yu, Mitesh Kumar Singh, Ankit Ramchandani, Maziar Sanjabi, Sonal Gupta, Amy Bearman, Dhruv Mahajan

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

Comments 10 pages, 5 figures

2410.00398 2024-10-02 cs.CV 85%

CusConcept: Customized Visual Concept Decomposition with Diffusion Models

Zhi Xu, Shaozhe Hao, Kai Han

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

2407.17095 2024-10-01 cs.CV 85%

MemBench: Memorized Image Trigger Prompt Dataset for Diffusion Models

Chunsan Hong, Tae-Hyun Oh, Minhyuk Sung

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

2302.11552 2024-09-17 cs.LG cs.AI cs.CV stat.ML 85%

Reduce, Reuse, Recycle: Compositional Generation with Energy-Based Diffusion Models and MCMC

Yilun Du, Conor Durkan, Robin Strudel, Joshua B. Tenenbaum, Sander Dieleman, Rob Fergus, Jascha Sohl-Dickstein, Arnaud Doucet, Will Grathwohl

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

Comments ICML 2023, Project Webpage: https://energy-based-model.github.io/reduce-reuse-recycle/

2409.03514 2024-09-06 cs.CV 85%

Blended Latent Diffusion under Attention Control for Real-World Video Editing

Deyin Liu, Lin Yuanbo Wu, Xianghua Xie

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

2409.02543 2024-09-05 cs.CV 85%

StyleTokenizer: Defining Image Style by a Single Instance for Controlling Diffusion Models

Wen Li, Muyuan Fang, Cheng Zou, Biao Gong, Ruobing Zheng, Meng Wang, Jingdong Chen, Ming Yang

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

Comments Accepted by ECCV2024

2310.15111 2024-09-04 cs.CV cs.LG 85%

Matryoshka Diffusion Models

Jiatao Gu, Shuangfei Zhai, Yizhe Zhang, Josh Susskind, Navdeep Jaitly

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

Comments Accepted by ICLR2024

2408.15660 2024-08-29 cs.CV 85%

Merging and Splitting Diffusion Paths for Semantically Coherent Panoramas

Fabio Quattrini, Vittorio Pippi, Silvia Cascianelli, Rita Cucchiara

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

Comments Accepted at ECCV 2024

2408.14765 2024-08-28 cs.CV 85%

CrossViewDiff: A Cross-View Diffusion Model for Satellite-to-Street View Synthesis

Weijia Li, Jun He, Junyan Ye, Huaping Zhong, Zhimeng Zheng, Zilong Huang, Dahua Lin, Conghui He

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

Comments 21 pages, 11 figures

2408.13335 2024-08-27 cs.CV 85%

Latent Space Disentanglement in Diffusion Transformers Enables Zero-shot Fine-grained Semantic Editing

Zitao Shuai, Chenwei Wu, Zhengxu Tang, Bowen Song, Liyue Shen

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

2404.07600 2024-08-16 cs.CV 85%

Implicit and Explicit Language Guidance for Diffusion-based Visual Perception

Hefeng Wang, Jiale Cao, Jin Xie, Aiping Yang, Yanwei Pang

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

Comments Accepted by IEEE TMM

2312.14223 2024-07-18 cs.CV 85%

Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation

Nina Weng, Paraskevas Pegios, Eike Petersen, Aasa Feragen, Siavash Bigdeli

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

Comments Accepted at ECCV 2024

2407.10958 2024-07-16 cs.CV 85%

InVi: Object Insertion In Videos Using Off-the-Shelf Diffusion Models

Nirat Saini, Navaneeth Bodla, Ashish Shrivastava, Avinash Ravichandran, Xiao Zhang, Abhinav Shrivastava, Bharat Singh

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

2406.07516 2024-07-15 cs.CV 85%

Instant 3D Human Avatar Generation using Image Diffusion Models

Nikos Kolotouros, Thiemo Alldieck, Enric Corona, Eduard Gabriel Bazavan, Cristian Sminchisescu

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

Comments Camera-ready version

2407.07077 2024-07-10 cs.CV cs.AI 85%

ConceptExpress: Harnessing Diffusion Models for Single-image Unsupervised Concept Extraction

Shaozhe Hao, Kai Han, Zhengyao Lv, Shihao Zhao, Kwan-Yee K. Wong

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

Comments ECCV 2024, Project page: https://haoosz.github.io/ConceptExpress/

2305.07644 2024-07-09 eess.IV cs.CV cs.LG 85%

Beware of diffusion models for synthesizing medical images -- A comparison with GANs in terms of memorizing brain MRI and chest x-ray images

Muhammad Usman Akbar, Wuhao Wang, Anders Eklund

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

Comments 14 Pages, 6 Figures

2407.03901 2024-07-08 cs.CV cs.LG 85%

DiCTI: Diffusion-based Clothing Designer via Text-guided Input

Ajda Lampe, Julija Stopar, Deepak Kumar Jain, Shinichiro Omachi, Peter Peer, Vitomir Štruc

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

Comments Accepted to FG 2024

2403.11105 2024-07-08 cs.CV 85%

Source Prompt Disentangled Inversion for Boosting Image Editability with Diffusion Models

Ruibin Li, Ruihuang Li, Song Guo, Lei Zhang

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

2402.17376 2024-07-04 cs.CV cs.AI cs.LG 85%

Accelerating Diffusion Sampling with Optimized Time Steps

Shuchen Xue, Zhaoqiang Liu, Fei Chen, Shifeng Zhang, Tianyang Hu, Enze Xie, Zhenguo Li

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

Comments CVPR 2024

2407.00503 2024-07-02 cs.CV 85%

Toward a Diffusion-Based Generalist for Dense Vision Tasks

Yue Fan, Yongqin Xian, Xiaohua Zhai, Alexander Kolesnikov, Muhammad Ferjad Naeem, Bernt Schiele, Federico Tombari

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

Comments Published at CVPR 2024 as a workshop paper

2406.19589 2024-07-01 cs.SD cs.LG cs.MM eess.AS 85%

Network Bending of Diffusion Models for Audio-Visual Generation

Luke Dzwonczyk, Carmine Emanuele Cella, David Ban

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

Comments 8 pages, 5 figures, to be published in the proceedings of the 27th International Conference on Digital Audio Effects (DAFx24), for additional image and video examples see https://dzluke.github.io/DAFX2024/

2406.09368 2024-06-14 cs.CV 85%

CLIPAway: Harmonizing Focused Embeddings for Removing Objects via Diffusion Models

Yigit Ekin, Ahmet Burak Yildirim, Erdem Eren Caglar, Aykut Erdem, Erkut Erdem, Aysegul Dundar

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

Comments Project page: https://yigitekin.github.io/CLIPAway/

2406.08392 2024-06-13 cs.CV 85%

FontStudio: Shape-Adaptive Diffusion Model for Coherent and Consistent Font Effect Generation

Xinzhi Mu, Li Chen, Bohan Chen, Shuyang Gu, Jianmin Bao, Dong Chen, Ji Li, Yuhui Yuan

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

Comments Project-page: https://font-studio.github.io/

1. 扩散模型 69953 篇

Saliency Guided Optimization of Diffusion Latents

TextCtrl: Diffusion-based Scene Text Editing with Prior Guidance Control

Training Data Protection with Compositional Diffusion Models

Prompt-Agnostic Adversarial Perturbation for Customized Diffusion Models

IV-Mixed Sampler: Leveraging Image Diffusion Models for Enhanced Video Synthesis

Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models

Correcting Diffusion Generation through Resampling

Text-to-Sticker: Style Tailoring Latent Diffusion Models for Human Expression

CusConcept: Customized Visual Concept Decomposition with Diffusion Models

MemBench: Memorized Image Trigger Prompt Dataset for Diffusion Models

Reduce, Reuse, Recycle: Compositional Generation with Energy-Based Diffusion Models and MCMC

Blended Latent Diffusion under Attention Control for Real-World Video Editing

StyleTokenizer: Defining Image Style by a Single Instance for Controlling Diffusion Models

Matryoshka Diffusion Models

Merging and Splitting Diffusion Paths for Semantically Coherent Panoramas

CrossViewDiff: A Cross-View Diffusion Model for Satellite-to-Street View Synthesis

Latent Space Disentanglement in Diffusion Transformers Enables Zero-shot Fine-grained Semantic Editing

Implicit and Explicit Language Guidance for Diffusion-based Visual Perception

Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation

InVi: Object Insertion In Videos Using Off-the-Shelf Diffusion Models

Instant 3D Human Avatar Generation using Image Diffusion Models

ConceptExpress: Harnessing Diffusion Models for Single-image Unsupervised Concept Extraction

Beware of diffusion models for synthesizing medical images -- A comparison with GANs in terms of memorizing brain MRI and chest x-ray images

DiCTI: Diffusion-based Clothing Designer via Text-guided Input

Source Prompt Disentangled Inversion for Boosting Image Editability with Diffusion Models

Accelerating Diffusion Sampling with Optimized Time Steps

Toward a Diffusion-Based Generalist for Dense Vision Tasks

Network Bending of Diffusion Models for Audio-Visual Generation

CLIPAway: Harmonizing Focused Embeddings for Removing Objects via Diffusion Models

FontStudio: Shape-Adaptive Diffusion Model for Coherent and Consistent Font Effect Generation