图像生成 - arXivDaily 专题

2404.06851 2024-04-11 cs.CV 85%

UDiFF: Generating Conditional Unsigned Distance Fields with Optimal Wavelet Diffusion

Junsheng Zhou, Weiqi Zhang, Baorui Ma, Kanle Shi, Yu-Shen Liu, Zhizhong Han

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

Comments To appear at CVPR2024. Project page: https://weiqi-zhang.github.io/UDiFF

2404.01089 2024-04-02 cs.CV cs.AI 85%

Texture-Preserving Diffusion Models for High-Fidelity Virtual Try-On

Xu Yang, Changxing Ding, Zhibin Hong, Junhao Huang, Jin Tao, Xiangmin Xu

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

Comments CVPR 2024

2310.00031 2024-04-02 cs.CV 85%

Text-image Alignment for Diffusion-based Perception

Neehar Kondapaneni, Markus Marks, Manuel Knott, Rogerio Guimaraes, Pietro Perona

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

Comments Project page: https://www.vision.caltech.edu/tadp/, Code page: github.com/damaggu/TADP

2403.16530 2024-03-26 cs.CV cs.AI 85%

An Intermediate Fusion ViT Enables Efficient Text-Image Alignment in Diffusion Models

Zizhao Hu, Shaochong Jia, Mohammad Rostami

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

2403.09334 2024-03-26 cs.CV 85%

Video Editing via Factorized Diffusion Distillation

Uriel Singer, Amit Zohar, Yuval Kirstain, Shelly Sheynin, Adam Polyak, Devi Parikh, Yaniv Taigman

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

2403.11077 2024-03-20 cs.CV 85%

Zippo: Zipping Color and Transparency Distributions into a Single Diffusion Model

Kangyang Xie, Binbin Yang, Hao Chen, Meng Wang, Cheng Zou, Hui Xue, Ming Yang, Chunhua Shen

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

2401.08178 2024-03-20 cs.CV 85%

Key-point Guided Deformable Image Manipulation Using Diffusion Model

Seok-Hwan Oh, Guil Jung, Myeong-Gee Kim, Sang-Yun Kim, Young-Min Kim, Hyeon-Jik Lee, Hyuk-Sool Kwon, Hyeon-Min Bae

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

Comments 24 pages

2403.10783 2024-03-19 cs.CV 85%

StableGarment: Garment-Centric Generation via Stable Diffusion

Rui Wang, Hailong Guo, Jiaming Liu, Huaxia Li, Haibo Zhao, Xu Tang, Yao Hu, Hao Tang, Peipei Li

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

2310.08579 2024-03-18 cs.CV 85%

HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion

Xian Liu, Jian Ren, Aliaksandr Siarohin, Ivan Skorokhodov, Yanyu Li, Dahua Lin, Xihui Liu, Ziwei Liu, Sergey Tulyakov

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 ICLR 2024, camera-ready version. Project Page: https://snap-research.github.io/HyperHuman/

2312.16145 2024-03-13 cs.CV cs.AI cs.LG 85%

One-Dimensional Adapter to Rule Them All: Concepts, Diffusion Models and Erasing Applications

Mengyao Lyu, Yuhong Yang, Haiwen Hong, Hui Chen, Xuan Jin, Yuan He, Hui Xue, Jungong Han, Guiguang Ding

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

Comments CVPR 2024

2310.11142 2024-03-05 cs.CV cs.LG 85%

BayesDiff: Estimating Pixel-wise Uncertainty in Diffusion via Bayesian Inference

Siqi Kou, Lei Gan, Dequan Wang, Chongxuan Li, Zhijie Deng

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

Comments ICLR 2024

2403.01329 2024-03-05 cs.LG cs.AI cs.CV 85%

Bespoke Non-Stationary Solvers for Fast Sampling of Diffusion and Flow Models

Neta Shaul, Uriel Singer, Ricky T. Q. Chen, Matthew Le, Ali Thabet, Albert Pumarola, Yaron Lipman

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

2401.12945 2024-02-06 cs.CV 85%

Lumiere: A Space-Time Diffusion Model for Video Generation

Omer Bar-Tal, Hila Chefer, Omer Tov, Charles Herrmann, Roni Paiss, Shiran Zada, Ariel Ephrat, Junhwa Hur, Guanghui Liu, Amit Raj, Yuanzhen Li, Michael Rubinstein, Tomer Michaeli, Oliver Wang, Deqing Sun, Tali Dekel, Inbar Mosseri

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

Comments Webpage: https://lumiere-video.github.io/ | Video: https://www.youtube.com/watch?v=wxLr02Dz2Sc

2401.14379 2024-01-26 cs.CV cs.LG 85%

UrbanGenAI: Reconstructing Urban Landscapes using Panoptic Segmentation and Diffusion Models

Timo Kapsalis

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

Comments 19 pages, 4 figures, 2 tables

2401.12244 2024-01-24 cs.CV cs.AI cs.LG 85%

Large-scale Reinforcement Learning for Diffusion Models

Yinan Zhang, Eric Tzeng, Yilun Du, Dmitry Kislyuk

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

2401.10247 2024-01-22 cs.CV cs.LG 85%

Resolution Chromatography of Diffusion Models

Juno Hwang, Yong-Hyun Park, Junghyo Jo

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

Comments 24 pages, 9 figures

2401.08725 2024-01-18 cs.CV 85%

Revealing Vulnerabilities in Stable Diffusion via Targeted Attacks

Chenyu Zhang, Lanjun Wang, Anan Liu

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

2312.03209 2024-01-15 cs.CV 85%

Cache Me if You Can: Accelerating Diffusion Models through Block Caching

Felix Wimbauer, Bichen Wu, Edgar Schoenfeld, Xiaoliang Dai, Ji Hou, Zijian He, Artsiom Sanakoyeu, Peizhao Zhang, Sam Tsai, Jonas Kohler, Christian Rupprecht, Daniel Cremers, Peter Vajda, Jialiang Wang

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

Comments Project page: https://fwmb.github.io/blockcaching/

2303.17599 2024-01-05 cs.CV 85%

Zero-Shot Video Editing Using Off-The-Shelf Image Diffusion Models

Wen Wang, Yan Jiang, Kangyang Xie, Zide Liu, Hao Chen, Yue Cao, Xinlong Wang, Chunhua Shen

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

Comments Add customized video editing. Under Review

2312.11285 2023-12-29 cs.CV cs.AI 85%

Adv-Diffusion: Imperceptible Adversarial Face Identity Attack via Latent Diffusion Model

Decheng Liu, Xijun Wang, Chunlei Peng, Nannan Wang, Ruiming Hu, Xinbo Gao

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

Comments Accepted by AAAI 2024

2304.08818 2023-12-29 cs.CV cs.LG 85%

Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models

Andreas Blattmann, Robin Rombach, Huan Ling, Tim Dockhorn, Seung Wook Kim, Sanja Fidler, Karsten Kreis

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

Comments Conference on Computer Vision and Pattern Recognition (CVPR) 2023. Project page: https://research.nvidia.com/labs/toronto-ai/VideoLDM/

2311.09759 2023-12-25 cs.CV 85%

Scene Text Image Super-resolution based on Text-conditional Diffusion Models

Chihiro Noguchi, Shun Fukuda, Masao Yamanaka

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

Comments WACV 2024

2312.12232 2023-12-20 cs.CV 85%

Brush Your Text: Synthesize Any Scene Text on Images via Diffusion Model

Lingjun Zhang, Xinyuan Chen, Yaohui Wang, Yue Lu, Yu Qiao

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

Comments Accepted to AAAI 2024. Code: https://github.com/ecnuljzhang/brush-your-text

2308.02669 2023-12-19 cs.CV 85%

ConceptLab: Creative Concept Generation using VLM-Guided Diffusion Prior Constraints

Elad Richardson, Kfir Goldberg, Yuval Alaluf, Daniel Cohen-Or

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://kfirgoldberg.github.io/ConceptLab/

2312.06285 2023-12-12 cs.CV cs.AI 85%

Compensation Sampling for Improved Convergence in Diffusion Models

Hui Lu, Albert ali Salah, Ronald Poppe

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

2312.05431 2023-12-12 cs.CV cs.AI 85%

Efficient Quantization Strategies for Latent Diffusion Models

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

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

2312.04429 2023-12-08 cs.CV 85%

Approximate Caching for Efficiently Serving Diffusion Models

Shubham Agarwal, Subrata Mitra, Sarthak Chakraborty, Srikrishna Karanam, Koyel Mukherjee, Shiv Saini

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 NSDI'24

2309.16948 2023-12-06 cs.CV cs.AI 85%

Denoising Diffusion Bridge Models

Linqi Zhou, Aaron Lou, Samar Khanna, Stefano Ermon

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

Comments Github: https://github.com/alexzhou907/DDBM/

2309.00748 2023-12-04 cs.CV cs.LG 85%

PathLDM: Text conditioned Latent Diffusion Model for Histopathology

Srikar Yellapragada, Alexandros Graikos, Prateek Prasanna, Tahsin Kurc, Joel Saltz, Dimitris Samaras

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

Comments WACV 2024 publication

2311.15127 2023-11-28 cs.CV 85%

Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Andreas Blattmann, Tim Dockhorn, Sumith Kulal, Daniel Mendelevitch, Maciej Kilian, Dominik Lorenz, Yam Levi, Zion English, Vikram Voleti, Adam Letts, Varun Jampani, Robin Rombach

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

1. 扩散模型 70082 篇

UDiFF: Generating Conditional Unsigned Distance Fields with Optimal Wavelet Diffusion

Texture-Preserving Diffusion Models for High-Fidelity Virtual Try-On

Text-image Alignment for Diffusion-based Perception

An Intermediate Fusion ViT Enables Efficient Text-Image Alignment in Diffusion Models

Video Editing via Factorized Diffusion Distillation

Zippo: Zipping Color and Transparency Distributions into a Single Diffusion Model

Key-point Guided Deformable Image Manipulation Using Diffusion Model

StableGarment: Garment-Centric Generation via Stable Diffusion

HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion

One-Dimensional Adapter to Rule Them All: Concepts, Diffusion Models and Erasing Applications

BayesDiff: Estimating Pixel-wise Uncertainty in Diffusion via Bayesian Inference

Bespoke Non-Stationary Solvers for Fast Sampling of Diffusion and Flow Models

Lumiere: A Space-Time Diffusion Model for Video Generation

UrbanGenAI: Reconstructing Urban Landscapes using Panoptic Segmentation and Diffusion Models

Large-scale Reinforcement Learning for Diffusion Models

Resolution Chromatography of Diffusion Models

Revealing Vulnerabilities in Stable Diffusion via Targeted Attacks

Cache Me if You Can: Accelerating Diffusion Models through Block Caching

Zero-Shot Video Editing Using Off-The-Shelf Image Diffusion Models

Adv-Diffusion: Imperceptible Adversarial Face Identity Attack via Latent Diffusion Model

Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models

Scene Text Image Super-resolution based on Text-conditional Diffusion Models

Brush Your Text: Synthesize Any Scene Text on Images via Diffusion Model

ConceptLab: Creative Concept Generation using VLM-Guided Diffusion Prior Constraints

Compensation Sampling for Improved Convergence in Diffusion Models

Efficient Quantization Strategies for Latent Diffusion Models

Approximate Caching for Efficiently Serving Diffusion Models

Denoising Diffusion Bridge Models

PathLDM: Text conditioned Latent Diffusion Model for Histopathology

Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets