图像生成

LEDiff: Latent Exposure Diffusion for HDR Generation

Chao Wang, Zhihao Xia, Thomas Leimkuehler, Karol Myszkowski, Xuaner Zhang

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

AnyDressing: Customizable Multi-Garment Virtual Dressing via Latent Diffusion Models

Xinghui Li, Qichao Sun, Pengze Zhang, Fulong Ye, Zhichao Liao, Wanquan Feng, Songtao Zhao, Qian He

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

Comments Project page: https://crayon-shinchan.github.io/AnyDressing/

On the Multi-modal Vulnerability of Diffusion Models

Dingcheng Yang, Yang Bai, Xiaojun Jia, Yang Liu, Xiaochun Cao, Wenjian Yu

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

Comments Accepted at ICML2024 Workshop on Trustworthy Multi-modal Foundation Models and AI Agents (TiFA)

Enhancing Diffusion Models for Inverse Problems with Covariance-Aware Posterior Sampling

Shayan Mohajer Hamidi, En-Hui Yang

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

An Ordinary Differential Equation Sampler with Stochastic Start for Diffusion Bridge Models

Yuang Wang, Pengfei Jin, Li Zhang, Quanzheng Li, Zhiqiang Chen, Dufan Wu

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

Comments 9 pages, 5 figures, This work has been submitted to the IEEE for possible publication

AdaDiff: Adaptive Step Selection for Fast Diffusion Models

Hui Zhang, Zuxuan Wu, Zhen Xing, Jie Shao, Yu-Gang Jiang

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

Comments Accepted by AAAI 2025

Progressive Compression with Universally Quantized Diffusion Models

Yibo Yang, Justus C. Will, Stephan Mandt

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

Comments 20 pages, 10 figures

Click to Grasp: Zero-Shot Precise Manipulation via Visual Diffusion Descriptors

Nikolaos Tsagkas, Jack Rome, Subramanian Ramamoorthy, Oisin Mac Aodha, Chris Xiaoxuan Lu

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

Comments 8 pages, 4 figures

DiFiC: Your Diffusion Model Holds the Secret to Fine-Grained Clustering

Ruohong Yang, Peng Hu, Xi Peng, Xiting Liu, Yunfan Li

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

CLEAR: Conv-Like Linearization Revs Pre-Trained Diffusion Transformers Up

Songhua Liu, Zhenxiong Tan, Xinchao Wang

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

Semi-Supervised Adaptation of Diffusion Models for Handwritten Text Generation

Kai Brandenbusch

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

ChangeDiff: A Multi-Temporal Change Detection Data Generator with Flexible Text Prompts via Diffusion Model

Qi Zang, Jiayi Yang, Shuang Wang, Dong Zhao, Wenjun Yi, Zhun Zhong

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

FlowAR: Scale-wise Autoregressive Image Generation Meets Flow Matching

Sucheng Ren, Qihang Yu, Ju He, Xiaohui Shen, Alan Yuille, Liang-Chieh Chen

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

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models

Keith G. Mills, Mohammad Salameh, Ruichen Chen, Negar Hassanpour, Wei Lu, Di Niu

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

Comments AAAI 2025; version includes supplementary material; 22 Pages, 18 Figures, 8 Tables

Consistent Human Image and Video Generation with Spatially Conditioned Diffusion

Mingdeng Cao, Chong Mou, Ziyang Yuan, Xintao Wang, Zhaoyang Zhang, Ying Shan, Yinqiang Zheng

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

Comments Project page: https://github.com/ljzycmd/SCD

VideoDPO: Omni-Preference Alignment for Video Diffusion Generation

Runtao Liu, Haoyu Wu, Zheng Ziqiang, Chen Wei, Yingqing He, Renjie Pi, Qifeng Chen

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

SwiftTry: Fast and Consistent Video Virtual Try-On with Diffusion Models

Hung Nguyen, Quang Qui-Vinh Nguyen, Khoi Nguyen, Rang Nguyen

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

Stable Diffusion is a Natural Cross-Modal Decoder for Layered AI-generated Image Compression

Ruijie Chen, Qi Mao, Zhengxue Cheng

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

Causal Diffusion Transformers for Generative Modeling

Chaorui Deng, Deyao Zhu, Kunchang Li, Shi Guang, Haoqi Fan

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

Comments 22 figures, 21 pages

Zigzag Diffusion Sampling: Diffusion Models Can Self-Improve via Self-Reflection

Lichen Bai, Shitong Shao, Zikai Zhou, Zipeng Qi, Zhiqiang Xu, Haoyi Xiong, Zeke Xie

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

FunEditor: Achieving Complex Image Edits via Function Aggregation with Diffusion Models

Mohammadreza Samadi, Fred X. Han, Mohammad Salameh, Hao Wu, Fengyu Sun, Chunhua Zhou, Di Niu

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

Re-Attentional Controllable Video Diffusion Editing

Yuanzhi Wang, Yong Li, Mengyi Liu, Xiaoya Zhang, Xin Liu, Zhen Cui, Antoni B. Chan

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

Comments Accepted by AAAI 2025. Codes are released at: https://github.com/mdswyz/ReAtCo

LineArt: A Knowledge-guided Training-free High-quality Appearance Transfer for Design Drawing with Diffusion Model

Xi Wang, Hongzhen Li, Heng Fang, Yichen Peng, Haoran Xie, Xi Yang, Chuntao Li

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

Comments Project Page: https://meaoxixi.github.io/LineArt/

Video Diffusion Models are Strong Video Inpainter

Minhyeok Lee, Suhwan Cho, Chajin Shin, Jungho Lee, Sunghun Yang, Sangyoun Lee

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

Comments Accepted to AAAI 2025

DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model

Zheyuan Zhang, Lanhong Yao, Bin Wang, Debesh Jha, Gorkem Durak, Elif Keles, Alpay Medetalibeyoglu, Ulas Bagci

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

Comments Accepted by IEEE TRANSACTIONS ON MEDICAL IMAGING

Unlocking Visual Secrets: Inverting Features with Diffusion Priors for Image Reconstruction

Sai Qian Zhang, Ziyun Li, Chuan Guo, Saeed Mahloujifar, Deeksha Dangwal, Edward Suh, Barbara De Salvo, Chiao Liu

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

The Art of Deception: Color Visual Illusions and Diffusion Models

Alex Gomez-Villa, Kai Wang, Alejandro C. Parraga, Bartlomiej Twardowski, Jesus Malo, Javier Vazquez-Corral, Joost van de Weijer

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

EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM

Zhuofan Zong, Dongzhi Jiang, Bingqi Ma, Guanglu Song, Hao Shao, Dazhong Shen, Yu Liu, Hongsheng Li

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

Comments Tech report

Multimodal Latent Language Modeling with Next-Token Diffusion

Yutao Sun, Hangbo Bao, Wenhui Wang, Zhiliang Peng, Li Dong, Shaohan Huang, Jianyong Wang, Furu Wei

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

InvDiff: Invariant Guidance for Bias Mitigation in Diffusion Models

Min Hou, Yueying Wu, Chang Xu, Yu-Hao Huang, Chenxi Bai, Le Wu, Jiang Bian

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

Comments KDD 2025