图像生成 - arXivDaily 专题

2410.02369 2024-10-30 cs.CV 83%

Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation

Muzhi Zhu, Yang Liu, Zekai Luo, Chenchen Jing, Hao Chen, Guangkai Xu, Xinlong Wang, Chunhua Shen

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

Comments Accepted to Proc. Annual Conference on Neural Information Processing Systems (NeurIPS) 2024. Webpage: https://github.com/aim-uofa/DiffewS

2406.09292 2024-10-30 cs.CV cs.AI cs.LG 83%

Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models

Ziyi Wu, Yulia Rubanova, Rishabh Kabra, Drew A. Hudson, Igor Gilitschenski, Yusuf Aytar, Sjoerd van Steenkiste, Kelsey R. Allen, Thomas Kipf

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

Comments Additional details and video results are available at https://neural-assets-paper.github.io/

2405.14822 2024-10-30 cs.CV cs.AI cs.LG stat.ML 83%

PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher

Dongjun Kim, Chieh-Hsin Lai, Wei-Hsiang Liao, Yuhta Takida, Naoki Murata, Toshimitsu Uesaka, Yuki Mitsufuji, Stefano Ermon

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

Comments NeurIPS 2024

2410.20155 2024-10-29 cs.CV 83%

Human-Object Interaction Detection Collaborated with Large Relation-driven Diffusion Models

Liulei Li, Wenguan Wang, Yi Yang

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

Comments NeurIPS 2024

2410.19798 2024-10-29 cs.CV 83%

Stable Diffusion with Continuous-time Neural Network

Andras Horvath

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

2406.04333 2024-10-29 cs.CV 83%

BitsFusion: 1.99 bits Weight Quantization of Diffusion Model

Yang Sui, Yanyu Li, Anil Kag, Yerlan Idelbayev, Junli Cao, Ju Hu, Dhritiman Sagar, Bo Yuan, Sergey Tulyakov, Jian Ren

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

Comments NeurIPS 2024. Project Page: https://snap-research.github.io/BitsFusion

2211.01323 2024-10-28 eess.IV cs.CV cs.LG 83%

Generation of Anonymous Chest Radiographs Using Latent Diffusion Models for Training Thoracic Abnormality Classification Systems

Kai Packhäuser, Lukas Folle, Florian Thamm, Andreas Maier

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

Comments This work has been submitted to the IEEE for possible publication

2410.18678 2024-10-25 cs.CV cs.AI 83%

Ali-AUG: Innovative Approaches to Labeled Data Augmentation using One-Step Diffusion Model

Ali Hamza, Aizea Lojo, Adrian Núñez-Marcos, Aitziber Atutxa

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

2311.14900 2024-10-25 cs.CV cs.AI 83%

Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise

Zhenning Shi, Haoshuai Zheng, Chen Xu, Changsheng Dong, Bin Pan, Xueshuo Xie, Along He, Tao Li, Huazhu Fu

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

Comments NeurIPS 2024

2308.14761 2024-10-25 cs.CV cs.LG 83%

Unified Concept Editing in Diffusion Models

Rohit Gandikota, Hadas Orgad, Yonatan Belinkov, Joanna Materzyńska, David Bau

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

Comments In proceedings of WACV 2024. Project Page: https://unified.baulab.info

2410.16942 2024-10-23 cs.CV 83%

DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization

Haowei Zhu, Dehua Tang, Ji Liu, Mingjie Lu, Jintu Zheng, Jinzhang Peng, Dong Li, Yu Wang, Fan Jiang, Lu Tian, Spandan Tiwari, Ashish Sirasao, Jun-Hai Yong, Bin Wang, Emad Barsoum

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

2410.16152 2024-10-23 cs.CV cs.AI cs.LG 83%

Warped Diffusion: Solving Video Inverse Problems with Image Diffusion Models

Giannis Daras, Weili Nie, Karsten Kreis, Alex Dimakis, Morteza Mardani, Nikola Borislavov Kovachki, Arash Vahdat

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

Comments Accepted in NeurIPS 2024

2410.03558 2024-10-21 cs.CV cs.AI 83%

Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features

Benyuan Meng, Qianqian Xu, Zitai Wang, Xiaochun Cao, Qingming Huang

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

2406.08552 2024-10-21 cs.CV 83%

DiTFastAttn: Attention Compression for Diffusion Transformer Models

Zhihang Yuan, Hanling Zhang, Pu Lu, Xuefei Ning, Linfeng Zhang, Tianchen Zhao, Shengen Yan, Guohao Dai, Yu Wang

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

2410.11795 2024-10-17 cs.CV 83%

Efficient Diffusion Models: A Comprehensive Survey from Principles to Practices

Zhiyuan Ma, Yuzhu Zhang, Guoli Jia, Liangliang Zhao, Yichao Ma, Mingjie Ma, Gaofeng Liu, Kaiyan Zhang, Jianjun Li, Bowen Zhou

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

2410.11241 2024-10-16 cs.CV 83%

Learning Diffusion Model from Noisy Measurement using Principled Expectation-Maximization Method

Weimin Bai, Weiheng Tang, Enze Ye, Siyi Chen, Wenzheng Chen, He Sun

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

2405.13570 2024-10-16 cs.CV 83%

MetaEarth: A Generative Foundation Model for Global-Scale Remote Sensing Image Generation

Zhiping Yu, Chenyang Liu, Liqin Liu, Zhenwei Shi, Zhengxia Zou

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

Comments Project page: https://jiupinjia.github.io/metaearth/

2410.08680 2024-10-15 cs.CV 83%

Gait Sequence Upsampling using Diffusion Models for Single LiDAR Sensors

Jeongho Ahn, Kazuto Nakashima, Koki Yoshino, Yumi Iwashita, Ryo Kurazume

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

2404.09290 2024-10-15 cs.CV eess.IV 83%

RoofDiffusion: Constructing Roofs from Severely Corrupted Point Data via Diffusion

Kyle Shih-Huang Lo, Jörg Peters, Eric Spellman

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

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

1. 扩散模型 70159 篇

Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation

Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models

PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher

Human-Object Interaction Detection Collaborated with Large Relation-driven Diffusion Models

Stable Diffusion with Continuous-time Neural Network

BitsFusion: 1.99 bits Weight Quantization of Diffusion Model

Generation of Anonymous Chest Radiographs Using Latent Diffusion Models for Training Thoracic Abnormality Classification Systems

Ali-AUG: Innovative Approaches to Labeled Data Augmentation using One-Step Diffusion Model

Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise

Unified Concept Editing in Diffusion Models

DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization

Warped Diffusion: Solving Video Inverse Problems with Image Diffusion Models

Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features

DiTFastAttn: Attention Compression for Diffusion Transformer Models

Efficient Diffusion Models: A Comprehensive Survey from Principles to Practices

Learning Diffusion Model from Noisy Measurement using Principled Expectation-Maximization Method

MetaEarth: A Generative Foundation Model for Global-Scale Remote Sensing Image Generation

Gait Sequence Upsampling using Diffusion Models for Single LiDAR Sensors

RoofDiffusion: Constructing Roofs from Severely Corrupted Point Data via Diffusion

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