图像生成

EmotiveTalk: Expressive Talking Head Generation through Audio Information Decoupling and Emotional Video Diffusion

Haotian Wang, Yuzhe Weng, Yueyan Li, Zilu Guo, Jun Du, Shutong Niu, Jiefeng Ma, Shan He, Xiaoyan Wu, Qiming Hu, Bing Yin, Cong Liu, Qingfeng Liu

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

Comments https://emotivetalk.github.io/

IGR: Improving Diffusion Model for Garment Restoration from Person Image

Le Shen, Rong Huang, Zhijie Wang

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

Controllable Distortion-Perception Tradeoff Through Latent Diffusion for Neural Image Compression

Chuqin Zhou, Guo Lu, Jiangchuan Li, Xiangyu Chen, Zhengxue Cheng, Li Song, Wenjun Zhang

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

Comments Accepted by AAAI 2025

SHMT: Self-supervised Hierarchical Makeup Transfer via Latent Diffusion Models

Zhaoyang Sun, Shengwu Xiong, Yaxiong Chen, Fei Du, Weihua Chen, Fan Wang, Yi Rong

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

Comments Accepted by NeurIPS 2024

Optimizing Few-Step Sampler for Diffusion Probabilistic Model

Jen-Yuan Huang

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

StyleDiT: A Unified Framework for Diverse Child and Partner Faces Synthesis with Style Latent Diffusion Transformer

Pin-Yen Chiu, Dai-Jie Wu, Po-Hsun Chu, Chia-Hsuan Hsu, Hsiang-Chen Chiu, Chih-Yu Wang, Jun-Cheng Chen

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

TIV-Diffusion: Towards Object-Centric Movement for Text-driven Image to Video Generation

Xingrui Wang, Xin Li, Yaosi Hu, Hanxin Zhu, Chen Hou, Cuiling Lan, Zhibo Chen

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

Comments Accepted by AAAI 2025

A Novel Deep Learning Tractography Fiber Clustering Framework for Functionally Consistent White Matter Parcellation Using Multimodal Diffusion MRI and Functional MRI

Jin Wang, Bocheng Guo, Yijie Li, Junyi Wang, Yuqian Chen, Jarrett Rushmore, Nikos Makris, Yogesh Rathi, Lauren J O'Donnell, Fan Zhang

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

Comments 5 pages, 3 figures

Human-3Diffusion: Realistic Avatar Creation via Explicit 3D Consistent Diffusion Models

Yuxuan Xue, Xianghui Xie, Riccardo Marin, Gerard Pons-Moll

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

Comments Accepted to NeurIPS2024. Project Page: https://yuxuan-xue.com/human-3diffusion

Efficient Generation of Targeted and Transferable Adversarial Examples for Vision-Language Models Via Diffusion Models

Qi Guo, Shanmin Pang, Xiaojun Jia, Yang Liu, Qing Guo

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

Privacy-Preserving Low-Rank Adaptation against Membership Inference Attacks for Latent Diffusion Models

Zihao Luo, Xilie Xu, Feng Liu, Yun Sing Koh, Di Wang, Jingfeng Zhang

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

Comments AAAI 2025 Accept

Lipschitz Singularities in Diffusion Models

Zhantao Yang, Ruili Feng, Han Zhang, Yujun Shen, Kai Zhu, Lianghua Huang, Yifei Zhang, Yu Liu, Deli Zhao, Jingren Zhou, Fan Cheng

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

Dynamic Entity-Masked Graph Diffusion Model for histopathological image Representation Learning

Zhenfeng Zhuang, Min Cen, Yanfeng Li, Fangyu Zhou, Lequan Yu, Baptiste Magnier, Liansheng Wang

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

SuperMark: Robust and Training-free Image Watermarking via Diffusion-based Super-Resolution

Runyi Hu, Jie Zhang, Yiming Li, Jiwei Li, Qing Guo, Han Qiu, Tianwei Zhang

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

Comments robust image watermarking

Prompt2Perturb (P2P): Text-Guided Diffusion-Based Adversarial Attacks on Breast Ultrasound Images

Yasamin Medghalchi, Moein Heidari, Clayton Allard, Leonid Sigal, Ilker Hacihaliloglu

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

Leveraging Programmatically Generated Synthetic Data for Differentially Private Diffusion Training

Yujin Choi, Jinseong Park, Junyoung Byun, Jaewook Lee

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

MSC: Multi-Scale Spatio-Temporal Causal Attention for Autoregressive Video Diffusion

Xunnong Xu, Mengying Cao

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

Comments Technical Report

The Unreasonable Effectiveness of Gaussian Score Approximation for Diffusion Models and its Applications

Binxu Wang, John J. Vastola

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

Comments 69 pages, 34 figures. Published in TMLR. Previous shorter versions at arxiv.org/abs/2303.02490 and arxiv.org/abs/2311.10892

Journal ref Transactions on Machine Learning Research, 2024. https://openreview.net/forum?id=I0uknSHM2j

An Efficient Framework for Enhancing Discriminative Models via Diffusion Techniques

Chunxiao Li, Xiaoxiao Wang, Boming Miao, Chuanlong Xie, Zizhe Wang, Yao Zhu

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

Comments Accepted by AAAI2025

Neural LightRig: Unlocking Accurate Object Normal and Material Estimation with Multi-Light Diffusion

Zexin He, Tengfei Wang, Xin Huang, Xingang Pan, Ziwei Liu

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

Comments Project page: https://projects.zxhezexin.com/neural-lightrig

UFO: Enhancing Diffusion-Based Video Generation with a Uniform Frame Organizer

Delong Liu, Zhaohui Hou, Mingjie Zhan, Shihao Han, Zhicheng Zhao, Fei Su

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

Comments Code:https://github.com/Delong-liu-bupt/UFO

ExpRDiff: Short-exposure Guided Diffusion Model for Realistic Local Motion Deblurring

Zhongbao Yang, Jiangxin Dong, Jinhui Tang, Jinshan Pan

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

Comments Project website: https://github.com/yzb1997/ExpRDiff

Video Summarization using Denoising Diffusion Probabilistic Model

Zirui Shang, Yubo Zhu, Hongxi Li, Shuo Yang, Xinxiao Wu

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

Comments Accepted by AAAI2025

Uncovering Hidden Subspaces in Video Diffusion Models Using Re-Identification

Mischa Dombrowski, Hadrien Reynaud, Bernhard Kainz

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

Comments 8 pages, 5 tables, 6 figures; v2 Acknowledgements added

HieraFashDiff: Hierarchical Fashion Design with Multi-stage Diffusion Models

Zhifeng Xie, Hao Li, Huiming Ding, Mengtian Li, Xinhan Di, Ying Cao

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

Video Anomaly Detection with Motion and Appearance Guided Patch Diffusion Model

Hang Zhou, Jiale Cai, Yuteng Ye, Yonghui Feng, Chenxing Gao, Junqing Yu, Zikai Song, Wei Yang

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

Comments Accept by AAAI2025

Inference-Time Diffusion Model Distillation

Geon Yeong Park, Sang Wan Lee, Jong Chul Ye

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

Comments Code: https://github.com/geonyeong-park/inference_distillation

Pragmatist: Multiview Conditional Diffusion Models for High-Fidelity 3D Reconstruction from Unposed Sparse Views

Songchun Zhang, Chunhui Zhao

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

Comments Accepted by AAAI 2025. 13 pages, 8 figures

DiffRaman: A Conditional Latent Denoising Diffusion Probabilistic Model for Bacterial Raman Spectroscopy Identification Under Limited Data Conditions

Haiming Yao, Wei Luo, Ang Gao, Tao Zhou, Xue Wang

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

LatentSpeech: Latent Diffusion for Text-To-Speech Generation

Haowei Lou, Helen Paik, Pari Delir Haghighi, Wen Hu, Lina Yao

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