图像生成

Diffusion-Based Speech Enhancement in Matched and Mismatched Conditions Using a Heun-Based Sampler

Philippe Gonzalez, Zheng-Hua Tan, Jan Østergaard, Jesper Jensen, Tommy Sonne Alstrøm, Tobias May

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

Comments Accepted to ICASSP 2024

Understanding Hallucinations in Diffusion Models through Mode Interpolation

Sumukh K Aithal, Pratyush Maini, Zachary C. Lipton, J. Zico Kolter

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

Comments Additional results on real datasets

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)

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)

"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

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)

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)

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)

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

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

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

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

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

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

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

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

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

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

Neural Diffusion Models

Grigory Bartosh, Dmitry Vetrov, Christian A. Naesseth

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

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

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

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

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)

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)

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

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)

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

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

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

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