图像生成 - arXivDaily 专题

2404.17735 2024-08-27 cs.LG cs.AI stat.ME 82%

Causal Diffusion Autoencoders: Toward Counterfactual Generation via Diffusion Probabilistic Models

Aneesh Komanduri, Chen Zhao, Feng Chen, Xintao Wu

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

Comments Accepted to the 27th European Conference on Artificial Intelligence (ECAI 2024)

2408.12153 2024-08-23 cs.IR cs.LG 82%

DimeRec: A Unified Framework for Enhanced Sequential Recommendation via Generative Diffusion Models

Wuchao Li, Rui Huang, Haijun Zhao, Chi Liu, Kai Zheng, Qi Liu, Na Mou, Guorui Zhou, Defu Lian, Yang Song, Wentian Bao, Enyun Yu, Wenwu Ou

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

2408.01594 2024-08-06 cs.CY cs.SI 82%

"I don't see myself represented here at all": User Experiences of Stable Diffusion Outputs Containing Representational Harms across Gender Identities and Nationalities

Sourojit Ghosh, Nina Lutz, Aylin Caliskan

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

Comments Upcoming Publication, AIES 2024

2407.17882 2024-07-26 eess.IV 82%

Artificial Immunofluorescence in a Flash: Rapid Synthetic Imaging from Brightfield Through Residual Diffusion

Xiaodan Xing, Chunling Tang, Siofra Murdoch, Giorgos Papanastasiou, Yunzhe Guo, Xianglu Xiao, Jan Cross-Zamirski, Carola-Bibiane Schönlieb, Kristina Xiao Liang, Zhangming Niu, Evandro Fei Fang, Yinhai Wang, Guang Yang

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

2407.12678 2024-07-18 eess.IV 82%

Promptable Counterfactual Diffusion Model for Unified Brain Tumor Segmentation and Generation with MRIs

Yiqing Shen, Guannan He, Mathias Unberath

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

2407.11196 2024-07-17 physics.med-ph 82%

Stationary CT Imaging of Intracranial Hemorrhage with Diffusion Posterior Sampling Reconstruction

Alejandro Lopez-Montes, Thomas McSkimming, Anthony Skeats, Chris Delnooz, Brian Gonzales, Wojciech Zbijewski, Alejandro Sisniega

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

2407.04493 2024-07-08 cs.LG 82%

PROUD: PaRetO-gUided Diffusion Model for Multi-objective Generation

Yinghua Yao, Yuangang Pan, Jing Li, Ivor Tsang, Xin Yao

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

Journal ref Machine Learning 2024

2312.07981 2024-07-02 cs.LG cs.SD eess.SP 82%

Time Series Diffusion Method: A Denoising Diffusion Probabilistic Model for Vibration Signal Generation

Haiming Yi, Lei Hou, Yuhong Jin, Nasser A. Saeed, Ali Kandil, Hao Duan

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

Journal ref Mechanical Systems and Signal Processing, 2024, 216: 111481

2406.12575 2024-06-19 cs.LG cs.DC 82%

Training Diffusion Models with Federated Learning

Matthijs de Goede, Bart Cox, Jérémie Decouchant

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

Comments Replacement of: http://resolver.tudelft.nl/uuid:49e11cf3-5a0a-40bc-9a62-1d7fe05fbe4d. Name of the algorithm has been changed slightly due to a name collision with another paper

2311.02373 2024-06-18 cs.LG 82%

From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models

Zhuoshi Pan, Yuguang Yao, Gaowen Liu, Bingquan Shen, H. Vicky Zhao, Ramana Rao Kompella, Sijia Liu

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

Comments 9 pages, 5 figures, 4 tables

2406.09161 2024-06-14 cs.SD eess.AS 82%

Complex Image-Generative Diffusion Transformer for Audio Denoising

Junhui Li, Pu Wang, Jialu Li, Youshan Zhang

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

Comments INTERSPEECH 2024

2309.10505 2024-06-12 cs.IT cs.LG math.IT 82%

Diffusion Models for Accurate Channel Distribution Generation

Muah Kim, Rick Fritschek, Rafael F. Schaefer

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

Comments 13 pages, 6 figures, preprint

2310.10012 2024-06-10 cs.LG 82%

Ring-A-Bell! How Reliable are Concept Removal Methods for Diffusion Models?

Yu-Lin Tsai, Chia-Yi Hsu, Chulin Xie, Chih-Hsun Lin, Jia-You Chen, Bo Li, Pin-Yu Chen, Chia-Mu Yu, Chun-Ying Huang

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

Comments This paper has already been accepted by ICLR 2024. This version is the camera-ready version

2406.03141 2024-06-06 q-bio.BM cs.LG 82%

Floating Anchor Diffusion Model for Multi-motif Scaffolding

Ke Liu, Weian Mao, Shuaike Shen, Xiaoran Jiao, Zheng Sun, Hao Chen, Chunhua Shen

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

Comments ICML 2024

2402.12423 2024-06-05 cs.SD cs.CL cs.LG eess.AS 82%

On the Semantic Latent Space of Diffusion-Based Text-to-Speech Models

Miri Varshavsky-Hassid, Roy Hirsch, Regev Cohen, Tomer Golany, Daniel Freedman, Ehud Rivlin

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

Comments Accepted to ACL 2024

2401.12179 2024-06-04 cs.SD cs.AI cs.LG eess.AS 82%

DITTO: Diffusion Inference-Time T-Optimization for Music Generation

Zachary Novack, Julian McAuley, Taylor Berg-Kirkpatrick, Nicholas J. Bryan

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

Comments Oral at ICML 2024

2310.08337 2024-06-04 cs.LG stat.ML 82%

Neural Diffusion Models

Grigory Bartosh, Dmitry Vetrov, Christian A. Naesseth

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

2405.17880 2024-05-29 cs.LG 82%

Diffusion Rejection Sampling

Byeonghu Na, Yeongmin Kim, Minsang Park, Donghyeok Shin, Wanmo Kang, Il-Chul Moon

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

Comments Accepted at ICML 2024

2401.04136 2024-05-28 cs.CR cs.AI 82%

The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright Breaches Without Adjusting Finetuning Pipeline

Haonan Wang, Qianli Shen, Yao Tong, Yang Zhang, Kenji Kawaguchi

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

Comments Accepted for presentation at ICML 2024

2405.11738 2024-05-21 cs.RO 82%

Diffusion Models for Generating Ballistic Spacecraft Trajectories

Tyler Presser, Agnimitra Dasgupta, Daniel Erwin, Assad Oberai

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

Comments To be presented at the 2024 Astrodynamics Specialist Conference

2405.07925 2024-05-14 cs.LG cs.AI cs.DC 82%

Stable Diffusion-based Data Augmentation for Federated Learning with Non-IID Data

Mahdi Morafah, Matthias Reisser, Bill Lin, Christos Louizos

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

Comments International Workshop on Federated Foundation Models for the Web 2024 (FL@FM-TheWebConf'24)

2308.05384 2024-05-09 cs.NI eess.SP 82%

Enhancing Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization

Hongyang Du, Ruichen Zhang, Yinqiu Liu, Jiacheng Wang, Yijing Lin, Zonghang Li, Dusit Niyato, Jiawen Kang, Zehui Xiong, Shuguang Cui, Bo Ai, Haibo Zhou, Dong In Kim

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

Comments This paper has been accepted by IEEE Communications Surveys & Tutorials (COMST)

2405.01248 2024-05-03 cs.DC 82%

DiffusionPipe: Training Large Diffusion Models with Efficient Pipelines

Ye Tian, Zhen Jia, Ziyue Luo, Yida Wang, Chuan Wu

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

Journal ref MLSys 2024

2403.05794 2024-05-03 cs.CR cs.AI 82%

Privacy-Preserving Diffusion Model Using Homomorphic Encryption

Yaojian Chen, Qiben Yan

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

2404.07206 2024-04-11 cs.CV cs.AI cs.GR cs.LG cs.MM 82%

GoodDrag: Towards Good Practices for Drag Editing with Diffusion Models

Zewei Zhang, Huan Liu, Jun Chen, Xiangyu Xu

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

2310.04041 2024-04-02 cs.LG cs.AI 82%

Observation-Guided Diffusion Probabilistic Models

Junoh Kang, Jinyoung Choi, Sungik Choi, Bohyung Han

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

Comments CVPR 2024

2404.00352 2024-04-02 eess.IV 82%

Dependability Evaluation of Stable Diffusion with Soft Errors on the Model Parameters

Zhen Gao, Lini Yuan, Pedro Reviriego, Shanshan Liu, Fabrizio Lombardi

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

Comments 6 pages, 16 figures

2403.11968 2024-03-19 cs.LG math.ST stat.ML stat.TH 82%

Unveil Conditional Diffusion Models with Classifier-free Guidance: A Sharp Statistical Theory

Hengyu Fu, Zhuoran Yang, Mengdi Wang, Minshuo Chen

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

Comments 92 pages, 5 figures

2403.11262 2024-03-19 cs.LG cond-mat.stat-mech cs.AI hep-th 82%

Understanding Diffusion Models by Feynman's Path Integral

Yuji Hirono, Akinori Tanaka, Kenji Fukushima

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

Comments 27 pages, 14 figures

2403.08469 2024-03-14 cs.LG cs.HC 82%

An Analysis of Human Alignment of Latent Diffusion Models

Lorenz Linhardt, Marco Morik, Sidney Bender, Naima Elosegui Borras

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

Comments Accepted at the ICLR 2024 Workshop on Representational Alignment

1. 扩散模型 70226 篇

Causal Diffusion Autoencoders: Toward Counterfactual Generation via Diffusion Probabilistic Models

DimeRec: A Unified Framework for Enhanced Sequential Recommendation via Generative Diffusion Models

"I don't see myself represented here at all": User Experiences of Stable Diffusion Outputs Containing Representational Harms across Gender Identities and Nationalities

Artificial Immunofluorescence in a Flash: Rapid Synthetic Imaging from Brightfield Through Residual Diffusion

Promptable Counterfactual Diffusion Model for Unified Brain Tumor Segmentation and Generation with MRIs

Stationary CT Imaging of Intracranial Hemorrhage with Diffusion Posterior Sampling Reconstruction

PROUD: PaRetO-gUided Diffusion Model for Multi-objective Generation

Time Series Diffusion Method: A Denoising Diffusion Probabilistic Model for Vibration Signal Generation

Training Diffusion Models with Federated Learning

From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models

Complex Image-Generative Diffusion Transformer for Audio Denoising

Diffusion Models for Accurate Channel Distribution Generation

Ring-A-Bell! How Reliable are Concept Removal Methods for Diffusion Models?

Floating Anchor Diffusion Model for Multi-motif Scaffolding

On the Semantic Latent Space of Diffusion-Based Text-to-Speech Models

DITTO: Diffusion Inference-Time T-Optimization for Music Generation

Neural Diffusion Models

Diffusion Rejection Sampling

The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright Breaches Without Adjusting Finetuning Pipeline

Diffusion Models for Generating Ballistic Spacecraft Trajectories

Stable Diffusion-based Data Augmentation for Federated Learning with Non-IID Data

Enhancing Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization

DiffusionPipe: Training Large Diffusion Models with Efficient Pipelines

Privacy-Preserving Diffusion Model Using Homomorphic Encryption

GoodDrag: Towards Good Practices for Drag Editing with Diffusion Models

Observation-Guided Diffusion Probabilistic Models

Dependability Evaluation of Stable Diffusion with Soft Errors on the Model Parameters

Unveil Conditional Diffusion Models with Classifier-free Guidance: A Sharp Statistical Theory

Understanding Diffusion Models by Feynman's Path Integral

An Analysis of Human Alignment of Latent Diffusion Models