图像生成 - arXivDaily 专题

2404.04465 2024-10-15 cs.CV 83%

Aligning Diffusion Models by Optimizing Human Utility

Shufan Li, Konstantinos Kallidromitis, Akash Gokul, Yusuke Kato, Kazuki Kozuka

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

Comments 22 pages, 13 figures

2403.00452 2024-10-14 cs.CV 83%

An Ordinal Diffusion Model for Generating Medical Images with Different Severity Levels

Shumpei Takezaki, Seiichi Uchida

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

Comments Accepted at ISBI2024

2410.07273 2024-10-11 cs.CV cs.LG 83%

BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models

Fangyikang Wang, Hubery Yin, Yuejiang Dong, Huminhao Zhu, Chao Zhang, Hanbin Zhao, Hui Qian, Chen Li

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

Comments accepted paper by NeurIPS

2410.03456 2024-10-10 cs.CV 83%

Dynamic Diffusion Transformer

Wangbo Zhao, Yizeng Han, Jiasheng Tang, Kai Wang, Yibing Song, Gao Huang, Fan Wang, Yang You

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

2310.16400 2024-10-10 cs.CV cs.AI 83%

Fuse Your Latents: Video Editing with Multi-source Latent Diffusion Models

Tianyi Lu, Xing Zhang, Jiaxi Gu, Renjing Pei, Songcen Xu, Xingjun Ma, Hang Xu, Zuxuan Wu

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

2310.05873 2024-10-10 cs.CV 83%

Implicit Concept Removal of Diffusion Models

Zhili Liu, Kai Chen, Yifan Zhang, Jianhua Han, Lanqing Hong, Hang Xu, Zhenguo Li, Dit-Yan Yeung, James Kwok

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

Comments Accepted by ECCV2024. Project Page: https://kaichen1998.github.io/projects/geom-erasing/

2410.05322 2024-10-10 cs.CV 83%

Noise Crystallization and Liquid Noise: Zero-shot Video Generation using Image Diffusion Models

Muhammad Haaris Khan, Hadrien Reynaud, Bernhard Kainz

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

2410.05309 2024-10-10 cs.CV 83%

ShieldDiff: Suppressing Sexual Content Generation from Diffusion Models through Reinforcement Learning

Dong Han, Salaheldin Mohamed, Yong Li

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

Comments 9 pages, 10 figures

2410.05143 2024-10-08 cs.CV 83%

Leveraging Multimodal Diffusion Models to Accelerate Imaging with Side Information

Timofey Efimov, Harry Dong, Megna Shah, Jeff Simmons, Sean Donegan, Yuejie Chi

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

2403.14066 2024-10-08 eess.IV cs.CV 83%

LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion Models

Hantao Zhang, Yuhe Liu, Jiancheng Yang, Shouhong Wan, Xinyuan Wang, Wei Peng, Pascal Fua

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

Comments 19 pages

2311.14542 2024-10-08 cs.CV 83%

ToddlerDiffusion: Interactive Structured Image Generation with Cascaded Schrödinger Bridge

Eslam Abdelrahman, Liangbing Zhao, Vincent Tao Hu, Matthieu Cord, Patrick Perez, Mohamed Elhoseiny

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

2410.03160 2024-10-07 cs.CV cs.LG 83%

Redefining Temporal Modeling in Video Diffusion: The Vectorized Timestep Approach

Yaofang Liu, Yumeng Ren, Xiaodong Cun, Aitor Artola, Yang Liu, Tieyong Zeng, Raymond H. Chan, Jean-michel Morel

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

Comments Code at https://github.com/Yaofang-Liu/FVDM

2405.03958 2024-10-07 cs.CV cs.AI cs.LG 83%

Simple Drop-in LoRA Conditioning on Attention Layers Will Improve Your Diffusion Model

Joo Young Choi, Jaesung R. Park, Inkyu Park, Jaewoong Cho, Albert No, Ernest K. Ryu

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

2312.14830 2024-10-07 physics.med-ph cs.CV eess.IV physics.bio-ph q-bio.TO 83%

Dreaming of Electrical Waves: Generative Modeling of Cardiac Excitation Waves using Diffusion Models

Tanish Baranwal, Jan Lebert, Jan Christoph

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

2309.13042 2024-10-07 cs.CV cs.AI cs.LG 83%

MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation

Jiahao Xie, Wei Li, Xiangtai Li, Ziwei Liu, Yew Soon Ong, Chen Change Loy

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

Comments International Journal of Computer Vision (IJCV), 2024

2405.14857 2024-10-03 cs.CV cs.AI cs.LG 83%

Conditional Diffusion on Web-Scale Image Pairs leads to Diverse Image Variations

Manoj Kumar, Neil Houlsby, Emiel Hoogeboom

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

2404.02148 2024-10-03 cs.CV 83%

Diffusion$^2$: Dynamic 3D Content Generation via Score Composition of Video and Multi-view Diffusion Models

Zeyu Yang, Zijie Pan, Chun Gu, Li Zhang

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

Comments Technical Report

2408.00760 2024-10-02 cs.CV cs.AI cs.LG 83%

Smoothed Energy Guidance: Guiding Diffusion Models with Reduced Energy Curvature of Attention

Susung Hong

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

Comments Accepted to NeurIPS 2024

2311.00265 2024-10-02 eess.IV cs.CV 83%

Adaptive Latent Diffusion Model for 3D Medical Image to Image Translation: Multi-modal Magnetic Resonance Imaging Study

Jonghun Kim, Hyunjin Park

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

Comments 8 pages, 7 figures, WACV 2024 Accepted

2409.19589 2024-10-01 cs.CV 83%

Effective Diffusion Transformer Architecture for Image Super-Resolution

Kun Cheng, Lei Yu, Zhijun Tu, Xiao He, Liyu Chen, Yong Guo, Mingrui Zhu, Nannan Wang, Xinbo Gao, Jie Hu

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

Comments Code is available at https://github.com/kunncheng/DiT-SR

2405.18025 2024-10-01 cs.CV cs.AI 83%

Where's Waldo: Diffusion Features for Personalized Segmentation and Retrieval

Dvir Samuel, Rami Ben-Ari, Matan Levy, Nir Darshan, Gal Chechik

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

Comments Accepted to NeurIPS 2024

2403.06098 2024-10-01 cs.CV cs.CL 83%

VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models

Wenhao Wang, Yi Yang

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

Comments Accepted by NeurIPS 2024 (Datasets and Benchmarks Track)

2306.09316 2024-10-01 cs.CV 83%

Diffusion Models for Open-Vocabulary Segmentation

Laurynas Karazija, Iro Laina, Andrea Vedaldi, Christian Rupprecht

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

Comments ECCV 2024

2409.15997 2024-09-30 cs.CV cs.AI cs.LG 83%

Improvements to SDXL in NovelAI Diffusion V3

Juan Ossa, Eren Doğan, Alex Birch, F. Johnson

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

Comments 14 pages, 8 figures

2312.00094 2024-09-30 cs.CV cs.AI 83%

Fast ODE-based Sampling for Diffusion Models in Around 5 Steps

Zhenyu Zhou, Defang Chen, Can Wang, Chun Chen

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

Comments Accepted by CVPR 2024 (Spotlight)

2409.17740 2024-09-27 cs.CV 83%

AnyLogo: Symbiotic Subject-Driven Diffusion System with Gemini Status

Jinghao Zhang, Wen Qian, Hao Luo, Fan Wang, Feng Zhao

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

Comments 13 pages, 12 figures

2409.17565 2024-09-27 cs.CV cs.AI cs.LG 83%

Pixel-Space Post-Training of Latent Diffusion Models

Christina Zhang, Simran Motwani, Matthew Yu, Ji Hou, Felix Juefei-Xu, Sam Tsai, Peter Vajda, Zijian He, Jialiang Wang

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

2409.17487 2024-09-27 cs.CV 83%

Learning Quantized Adaptive Conditions for Diffusion Models

Yuchen Liang, Yuchuan Tian, Lei Yu, Huao Tang, Jie Hu, Xiangzhong Fang, Hanting Chen

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

2409.16535 2024-09-26 cs.CV 83%

Prompt Sliders for Fine-Grained Control, Editing and Erasing of Concepts in Diffusion Models

Deepak Sridhar, Nuno Vasconcelos

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

Comments ECCV'24 - Unlearning and Model Editing Workshop. Code: https://github.com/DeepakSridhar/promptsliders

2409.16280 2024-09-25 cs.CV 83%

MonoFormer: One Transformer for Both Diffusion and Autoregression

Chuyang Zhao, Yuxing Song, Wenhao Wang, Haocheng Feng, Errui Ding, Yifan Sun, Xinyan Xiao, Jingdong Wang

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

1. 扩散模型 69989 篇

Aligning Diffusion Models by Optimizing Human Utility

An Ordinal Diffusion Model for Generating Medical Images with Different Severity Levels

BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models

Dynamic Diffusion Transformer

Fuse Your Latents: Video Editing with Multi-source Latent Diffusion Models

Implicit Concept Removal of Diffusion Models

Noise Crystallization and Liquid Noise: Zero-shot Video Generation using Image Diffusion Models

ShieldDiff: Suppressing Sexual Content Generation from Diffusion Models through Reinforcement Learning

Leveraging Multimodal Diffusion Models to Accelerate Imaging with Side Information

LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion Models

ToddlerDiffusion: Interactive Structured Image Generation with Cascaded Schrödinger Bridge

Redefining Temporal Modeling in Video Diffusion: The Vectorized Timestep Approach

Simple Drop-in LoRA Conditioning on Attention Layers Will Improve Your Diffusion Model

Dreaming of Electrical Waves: Generative Modeling of Cardiac Excitation Waves using Diffusion Models

MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation

Conditional Diffusion on Web-Scale Image Pairs leads to Diverse Image Variations

Diffusion$^2$: Dynamic 3D Content Generation via Score Composition of Video and Multi-view Diffusion Models

Smoothed Energy Guidance: Guiding Diffusion Models with Reduced Energy Curvature of Attention

Adaptive Latent Diffusion Model for 3D Medical Image to Image Translation: Multi-modal Magnetic Resonance Imaging Study

Effective Diffusion Transformer Architecture for Image Super-Resolution

Where's Waldo: Diffusion Features for Personalized Segmentation and Retrieval

VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models

Diffusion Models for Open-Vocabulary Segmentation

Improvements to SDXL in NovelAI Diffusion V3

Fast ODE-based Sampling for Diffusion Models in Around 5 Steps

AnyLogo: Symbiotic Subject-Driven Diffusion System with Gemini Status

Pixel-Space Post-Training of Latent Diffusion Models

Learning Quantized Adaptive Conditions for Diffusion Models

Prompt Sliders for Fine-Grained Control, Editing and Erasing of Concepts in Diffusion Models

MonoFormer: One Transformer for Both Diffusion and Autoregression