图像生成 - arXivDaily 专题

2403.06951 2024-03-13 cs.CV 83%

DEADiff: An Efficient Stylization Diffusion Model with Disentangled Representations

Tianhao Qi, Shancheng Fang, Yanze Wu, Hongtao Xie, Jiawei Liu, Lang Chen, Qian He, Yongdong Zhang

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

Comments Accepted by CVPR 2024

2305.18766 2024-03-12 cs.CV cs.AI cs.LG 83%

HiFA: High-fidelity Text-to-3D Generation with Advanced Diffusion Guidance

Junzhe Zhu, Peiye Zhuang, Sanmi Koyejo

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

Comments Project page: https://hifa-team.github.io/HiFA-site/

2303.09556 2024-03-12 cs.CV 83%

Efficient Diffusion Training via Min-SNR Weighting Strategy

Tiankai Hang, Shuyang Gu, Chen Li, Jianmin Bao, Dong Chen, Han Hu, Xin Geng, Baining Guo

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

2403.06135 2024-03-12 cs.CV cs.AI cs.LG 83%

MACE: Mass Concept Erasure in Diffusion Models

Shilin Lu, Zilan Wang, Leyang Li, Yanzhu Liu, Adams Wai-Kin Kong

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

Comments Accepted by CVPR 2024

2403.05093 2024-03-11 cs.CV eess.IV 83%

Spectrum Translation for Refinement of Image Generation (STIG) Based on Contrastive Learning and Spectral Filter Profile

Seokjun Lee, Seung-Won Jung, Hyunseok Seo

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

Comments Accepted to AAAI 2024

2403.04290 2024-03-08 eess.IV cs.CV cs.LG 83%

MedM2G: Unifying Medical Multi-Modal Generation via Cross-Guided Diffusion with Visual Invariant

Chenlu Zhan, Yu Lin, Gaoang Wang, Hongwei Wang, Jian Wu

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

Comments Accepted by CVPR2024

2402.17563 2024-03-07 cs.CV cs.AI cs.LG 83%

Structure-Guided Adversarial Training of Diffusion Models

Ling Yang, Haotian Qian, Zhilong Zhang, Jingwei Liu, Bin Cui

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

Comments Accepted by CVPR 2024

2306.00973 2024-03-05 cs.CV 83%

Intelligent Grimm -- Open-ended Visual Storytelling via Latent Diffusion Models

Chang Liu, Haoning Wu, Yujie Zhong, Xiaoyun Zhang, Yanfeng Wang, Weidi Xie

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

Comments Accepted by CVPR 2024. Project Page: https://haoningwu3639.github.io/StoryGen_Webpage/

2311.15328 2024-03-01 eess.IV cs.CV 83%

BS-Diff: Effective Bone Suppression Using Conditional Diffusion Models from Chest X-Ray Images

Zhanghao Chen, Yifei Sun, Wenjian Qin, Ruiquan Ge, Cheng Pan, Wenming Deng, Zhou Liu, Wenwen Min, Ahmed Elazab, Xiang Wan, Changmiao Wang

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

Comments 5 pages, 2 figures, accepted by IEEE ISBI 2024

2402.11588 2024-02-27 cs.CV cs.AI 83%

SDiT: Spiking Diffusion Model with Transformer

Shu Yang, Hanzhi Ma, Chengting Yu, Aili Wang, Er-Ping Li

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

2402.14167 2024-02-23 cs.CV cs.LG 83%

T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching

Zizheng Pan, Bohan Zhuang, De-An Huang, Weili Nie, Zhiding Yu, Chaowei Xiao, Jianfei Cai, Anima Anandkumar

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

2303.14389 2024-02-22 cs.CV 83%

MDTv2: Masked Diffusion Transformer is a Strong Image Synthesizer

Shanghua Gao, Pan Zhou, Ming-Ming Cheng, Shuicheng Yan

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

Comments Extension of ICCV 2023 work, source code: https://github.com/sail-sg/MDT

2303.12644 2024-02-22 cs.CV 83%

Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis

Hadrien Reynaud, Mengyun Qiao, Mischa Dombrowski, Thomas Day, Reza Razavi, Alberto Gomez, Paul Leeson, Bernhard Kainz

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

Comments Published in MICCAI 2023 proceedings. https://link.springer.com/chapter/10.1007/978-3-031-43999-5_14

2311.06222 2024-02-20 cs.CV 83%

Diffusion Models for Earth Observation Use-cases: from cloud removal to urban change detection

Fulvio Sanguigni, Mikolaj Czerkawski, Lorenzo Papa, Irene Amerini, Bertrand Le Saux

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

Comments Presented at Big Data from Space 2023 (BiDS)

Journal ref Proceedings of the 2023 conference on Big Data from Space, Soille, P., Lumnitz, S. and Albani, S. editor(s), Publications Office of the European Union, Luxembourg, 2023

2402.11274 2024-02-20 eess.IV cs.CV cs.LG 83%

TC-DiffRecon: Texture coordination MRI reconstruction method based on diffusion model and modified MF-UNet method

Chenyan Zhang, Yifei Chen, Zhenxiong Fan, Yiyu Huang, Wenchao Weng, Ruiquan Ge, Dong Zeng, Changmiao Wang

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

Comments 5 pages, 2 figures, accept ISBI2024

Journal ref ISBI 2024

2402.10821 2024-02-19 cs.CV 83%

Training Class-Imbalanced Diffusion Model Via Overlap Optimization

Divin Yan, Lu Qi, Vincent Tao Hu, Ming-Hsuan Yang, Meng Tang

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

Comments Technique Report

2402.07597 2024-02-13 eess.IV cs.CV 83%

Trustworthy SR: Resolving Ambiguity in Image Super-resolution via Diffusion Models and Human Feedback

Cansu Korkmaz, Ege Cirakman, A. Murat Tekalp, Zafer Dogan

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

Comments total of 7 pages with double column, 1 and a half for references, 6 figures and 2 tables, submitted to IEEE ICIP 2024

2311.15108 2024-02-13 cs.CV cs.AI 83%

Leveraging Diffusion Perturbations for Measuring Fairness in Computer Vision

Nicholas Lui, Bryan Chia, William Berrios, Candace Ross, Douwe Kiela

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

Comments The Appendix can be found at https://bit.ly/dp-appendix; Added link to code and fixed formatting (Feb 10 2024)

2402.06088 2024-02-12 cs.CV 83%

Animated Stickers: Bringing Stickers to Life with Video Diffusion

David Yan, Winnie Zhang, Luxin Zhang, Anmol Kalia, Dingkang Wang, Ankit Ramchandani, Miao Liu, Albert Pumarola, Edgar Schoenfeld, Elliot Blanchard, Krishna Narni, Yaqiao Luo, Lawrence Chen, Guan Pang, Ali Thabet, Peter Vajda, Amy Bearman, Licheng Yu

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

2402.05947 2024-02-12 cs.LG cs.CV 83%

Separable Multi-Concept Erasure from Diffusion Models

Mengnan Zhao, Lihe Zhang, Tianhang Zheng, Yuqiu Kong, Baocai Yin

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

2311.17536 2024-02-07 cs.CV 83%

SmoothVideo: Smooth Video Synthesis with Noise Constraints on Diffusion Models for One-shot Video Tuning

Liang Peng, Haoran Cheng, Zheng Yang, Ruisi Zhao, Linxuan Xia, Chaotian Song, Qinglin Lu, Boxi Wu, Wei Liu

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

2402.01241 2024-02-05 cs.CV cs.AI 83%

Can Shape-Infused Joint Embeddings Improve Image-Conditioned 3D Diffusion?

Cristian Sbrolli, Paolo Cudrano, Matteo Matteucci

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

Comments 10 pages, 6 figures

2401.11261 2024-02-02 cs.LG cs.CV 83%

Diffusion Model Conditioning on Gaussian Mixture Model and Negative Gaussian Mixture Gradient

Weiguo Lu, Xuan Wu, Deng Ding, Jinqiao Duan, Jirong Zhuang, Gangnan Yuan

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

2312.06712 2024-02-01 cs.CV cs.AI 83%

Separate-and-Enhance: Compositional Finetuning for Text2Image Diffusion Models

Zhipeng Bao, Yijun Li, Krishna Kumar Singh, Yu-Xiong Wang, Martial Hebert

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

2401.16459 2024-01-31 cs.CV 83%

Bridging Generative and Discriminative Models for Unified Visual Perception with Diffusion Priors

Shiyin Dong, Mingrui Zhu, Kun Cheng, Nannan Wang, Xinbo Gao

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

Comments 18 pages,11 figures

2401.16224 2024-01-30 cs.CV 83%

Diffutoon: High-Resolution Editable Toon Shading via Diffusion Models

Zhongjie Duan, Chengyu Wang, Cen Chen, Weining Qian, Jun Huang

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

2401.15105 2024-01-30 eess.IV cs.CV cs.LG 83%

Diffusion Enhancement for Cloud Removal in Ultra-Resolution Remote Sensing Imagery

Jialu Sui, Yiyang Ma, Wenhan Yang, Xiaokang Zhang, Man-On Pun, Jiaying Liu

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

2401.15859 2024-01-30 cs.CV cs.AI 83%

Diffusion Facial Forgery Detection

Harry Cheng, Yangyang Guo, Tianyi Wang, Liqiang Nie, Mohan Kankanhalli

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

Comments The dataset will be released at \url{https://github.com/xaCheng1996/DiFF}

2401.14404 2024-01-26 cs.CV cs.LG 83%

Deconstructing Denoising Diffusion Models for Self-Supervised Learning

Xinlei Chen, Zhuang Liu, Saining Xie, Kaiming He

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

Comments Technical report, 10 pages

2306.08877 2024-01-25 cs.CL cs.CV 83%

Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment

Royi Rassin, Eran Hirsch, Daniel Glickman, Shauli Ravfogel, Yoav Goldberg, Gal Chechik

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

Comments Accepted to NeurIPS 2023 (oral). Our code is publicly available at https://github.com/RoyiRa/Syntax-Guided-Generation

1. 扩散模型 70015 篇

DEADiff: An Efficient Stylization Diffusion Model with Disentangled Representations

HiFA: High-fidelity Text-to-3D Generation with Advanced Diffusion Guidance

Efficient Diffusion Training via Min-SNR Weighting Strategy

MACE: Mass Concept Erasure in Diffusion Models

Spectrum Translation for Refinement of Image Generation (STIG) Based on Contrastive Learning and Spectral Filter Profile

MedM2G: Unifying Medical Multi-Modal Generation via Cross-Guided Diffusion with Visual Invariant

Structure-Guided Adversarial Training of Diffusion Models

Intelligent Grimm -- Open-ended Visual Storytelling via Latent Diffusion Models

BS-Diff: Effective Bone Suppression Using Conditional Diffusion Models from Chest X-Ray Images

SDiT: Spiking Diffusion Model with Transformer

T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching

MDTv2: Masked Diffusion Transformer is a Strong Image Synthesizer

Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis

Diffusion Models for Earth Observation Use-cases: from cloud removal to urban change detection

TC-DiffRecon: Texture coordination MRI reconstruction method based on diffusion model and modified MF-UNet method

Training Class-Imbalanced Diffusion Model Via Overlap Optimization

Trustworthy SR: Resolving Ambiguity in Image Super-resolution via Diffusion Models and Human Feedback

Leveraging Diffusion Perturbations for Measuring Fairness in Computer Vision

Animated Stickers: Bringing Stickers to Life with Video Diffusion

Separable Multi-Concept Erasure from Diffusion Models

SmoothVideo: Smooth Video Synthesis with Noise Constraints on Diffusion Models for One-shot Video Tuning

Can Shape-Infused Joint Embeddings Improve Image-Conditioned 3D Diffusion?

Diffusion Model Conditioning on Gaussian Mixture Model and Negative Gaussian Mixture Gradient

Separate-and-Enhance: Compositional Finetuning for Text2Image Diffusion Models

Bridging Generative and Discriminative Models for Unified Visual Perception with Diffusion Priors

Diffutoon: High-Resolution Editable Toon Shading via Diffusion Models

Diffusion Enhancement for Cloud Removal in Ultra-Resolution Remote Sensing Imagery

Diffusion Facial Forgery Detection

Deconstructing Denoising Diffusion Models for Self-Supervised Learning

Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment