图像生成

MOSAIC: Multi-Subject Personalized Generation via Correspondence-Aware Alignment and Disentanglement

Dong She, Siming Fu, Mushui Liu, Qiaoqiao Jin, Hualiang Wang, Mu Liu, Jidong Jiang

机构 * Zhejiang University（浙江大学） ； The Hong Kong University of Science and Technology（香港科技大学） 纠错

专题命中 个性化与一致性 ：personalized generation(title,abstract)；分类 cs.CV

MM-R1: Unleashing the Power of Unified Multimodal Large Language Models for Personalized Image Generation

Qian Liang, Yujia Wu, Kuncheng Li, Jiwei Wei, Shiyuan He, Jinyu Guo, Ning Xie

专题命中 个性化与一致性 ：image generation(title,abstract)；分类 cs.CV

NegFaceDiff: The Power of Negative Context in Identity-Conditioned Diffusion for Synthetic Face Generation

Eduarda Caldeira, Naser Damer, Fadi Boutros

机构 * Fraunhofer IGD（弗劳恩霍夫研究所） ； TU Darmstadt（图宾根大学） 纠错

专题命中 个性化与一致性 ：diffusion(title,abstract)；分类 cs.CV

Comments Accepted at ICCV Workshops

RAGAR: Retrieval Augmented Personalized Image Generation Guided by Recommendation

Run Ling, Wenji Wang, Yuting Liu, Guibing Guo, Haowei Liu, Jian Lu, Quanwei Zhang, Yexing Xu, Shuo Lu, Yun Wang, Yihua Shao, Zhanjie Zhang, Ao Ma, Linying Jiang, Xingwei Wang

专题命中 个性化与一致性 ：image generation(title,abstract)；分类 cs.CV

LaVieID: Local Autoregressive Diffusion Transformers for Identity-Preserving Video Creation

Wenhui Song, Hanhui Li, Jiehui Huang, Panwen Hu, Yuhao Cheng, Long Chen, Yiqiang Yan, Xiaodan Liang

机构 * Shenzhen Campus of Sun Yat-sen University（中山大学深圳校区） ； Hong Kong University of Science and Technology（香港科学与技术大学） ； Mohamed bin Zayed University of Artificial Intelligence（马尔代夫 bin Zayed 人工智能大学） ； Lenovo Research（联想研究） 纠错

专题命中 个性化与一致性 ：diffusion(title,abstract)；分类 cs.CV

Comments Accepted to ACM MM 2025

LoRA.rar: Learning to Merge LoRAs via Hypernetworks for Subject-Style Conditioned Image Generation

Donald Shenaj, Ondrej Bohdal, Mete Ozay, Pietro Zanuttigh, Umberto Michieli

专题命中 个性化与一致性 ：image generation(title,abstract)；分类 cs.CV

Comments ICCV 2025. Project page: https://donaldssh.github.io/LoRA.rar

Anti-Tamper Protection for Unauthorized Individual Image Generation

Zelin Li, Ruohan Zong, Yifan Liu, Ruichen Yao, Yaokun Liu, Yang Zhang, Dong Wang

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

专题命中 个性化与一致性 ：image generation(title,abstract)；分类 cs.CV

Comments 22 pages ,22 figures, Paper has been accepted by ICCV'2025

FLUX-Makeup: High-Fidelity, Identity-Consistent, and Robust Makeup Transfer via Diffusion Transformer

Jian Zhu, Shanyuan Liu, Liuzhuozheng Li, Yue Gong, He Wang, Bo Cheng, Yuhang Ma, Liebucha Wu, Xiaoyu Wu, Dawei Leng, Yuhui Yin, Yang Xu

机构 * Nanjing University of Science and Technology（南京理工大学） ； AI Research（360人工智能研究院） ； Beijing University of Aeronautics and Astronautics（北京航空航天大学） 纠错

专题命中 个性化与一致性 ：diffusion(title,abstract)；分类 cs.CV

Diffusion-based Adversarial Identity Manipulation for Facial Privacy Protection

Liqin Wang, Qianyue Hu, Wei Lu, Xiangyang Luo

机构 * School of Computer Science ； Engineering, Sun Yat-sen University Guangzhou China ； State Key Laboratory of Mathematical Engineering ； Engineering, Sun Yat-sen University 纠错

专题命中 个性化与一致性 ：diffusion(title,abstract)；分类 cs.CV

Comments Accepted by ACM MM 2025

Contrastive Test-Time Composition of Multiple LoRA Models for Image Generation

Tuna Han Salih Meral, Enis Simsar, Federico Tombari, Pinar Yanardag

机构 * Virginia Tech（弗吉尼亚理工学院） ； ETH Zürich（苏黎世联邦理工学院） ； TUM（慕尼黑工业大学） ； Google（谷歌） 纠错

专题命中 个性化与一致性 ：image generation(title,abstract)；分类 cs.CV

FantasyPortrait: Enhancing Multi-Character Portrait Animation with Expression-Augmented Diffusion Transformers

Qiang Wang, Mengchao Wang, Fan Jiang, Yaqi Fan, Yonggang Qi, Mu Xu

专题命中 个性化与一致性 ：diffusion(title,abstract)；分类 cs.CV

Comments https://fantasy-amap.github.io/fantasy-portrait/

Agentic Surgical AI: Surgeon Style Fingerprinting and Privacy Risk Quantification via Discrete Diffusion in a Vision-Language-Action Framework

Huixin Zhan, Jason H. Moore

机构 * Cedars-Sinai Medical Center（西达萨凡纳医学中心） 纠错

专题命中 个性化与一致性 ：diffusion(title,abstract)；分类 cs.CV

SMCD: High Realism Motion Style Transfer via Mamba-based Diffusion

Ziyun Qian, Zeyu Xiao, Xingliang Jin, Dingkang Yang, Mingcheng Li, Zhenyi Wu, Dongliang Kou, Peng Zhai, Lihua Zhang

机构 * Academy for Engineering and Technology, Fudan University（工程与技术学院，复旦大学） ； School of Computer Science and Technology, East China Normal University（计算机科学与技术学院，华东师范大学） 纠错

专题命中 个性化与一致性 ：diffusion(title,abstract)；分类 cs.CV

A 2-Stage Model for Vehicle Class and Orientation Detection with Photo-Realistic Image Generation

Youngmin Kim, Donghwa Kang, Hyeongboo Baek

机构 * Dept. of Computer Science and Engineering（计算机科学与工程系） 纠错

专题命中 个性化与一致性 ：image generation(title,abstract)；分类 cs.CV

Comments Accepted to IEEE BigData Conference 2022

Journal ref 2022 IEEE International Conference on Big Data (Big Data)

Parallel Rescaling: Rebalancing Consistency Guidance for Personalized Diffusion Models

JungWoo Chae, Jiyoon Kim, Sangheum Hwang

机构 * Nexon Korea（Nexon韩国） ； LGCNS AI Research（LGCNS人工智能研究） ； Department of Data Science, Seoul National University of Science and Technology（数据科学系，首尔科学技术大学） 纠错

专题命中 个性化与一致性 ：diffusion(title,abstract)；分类 cs.CV

SerialGen: Personalized Image Generation by First Standardization Then Personalization

Cong Xie, Han Zou, Ruiqi Yu, Yan Zhang, Zhenpeng Zhan

机构 * Global Business Unit, Baidu Inc.（百度公司） 纠错

专题命中 个性化与一致性 ：image generation(title)；personalized generation(abstract)；分类 cs.CV

Scalable Motion In-betweening via Diffusion and Physics-Based Character Adaptation

Jia Qin

专题命中 个性化与一致性 ：diffusion(title,abstract)；分类 cs.GR

Interleaved Scene Graphs for Interleaved Text-and-Image Generation Assessment

Dongping Chen, Ruoxi Chen, Shu Pu, Zhaoyi Liu, Yanru Wu, Caixi Chen, Benlin Liu, Yue Huang, Yao Wan, Pan Zhou, Ranjay Krishna

专题命中 个性化与一致性 ：image generation(title,abstract)；分类 cs.CV

Comments Accepted by ICLR 2025 as Spotlight. Project homepage: https://interleave-eval.github.io/

Visual Polarization Measurement Using Counterfactual Image Generation

Mohammad Mosaffa, Omid Rafieian, Hema Yoganarasimhan

专题命中 个性化与一致性 ：image generation(title,abstract)；分类 cs.CV

Towards More Accurate Personalized Image Generation: Addressing Overfitting and Evaluation Bias

Mingxiao Li, Tingyu Qu, Tinne Tuytelaars, Marie-Francine Moens

专题命中 个性化与一致性 ：image generation(title,abstract)；分类 cs.CV

Comments 18

Improving Multi-Subject Consistency in Open-Domain Image Generation with Isolation and Reposition Attention

Huiguo He, Qiuyue Wang, Yuan Zhou, Yuxuan Cai, Hongyang Chao, Jian Yin, Huan Yang

专题命中 个性化与一致性 ：image generation(title)；diffusion(abstract)；分类 cs.CV

DP-Adapter: Dual-Pathway Adapter for Boosting Fidelity and Text Consistency in Customizable Human Image Generation

Ye Wang, Xuping Xie, Lanjun Wang, Zili Yi, Rui Ma

专题命中 个性化与一致性 ：image generation(title,abstract)；分类 cs.GR

Personalized Image Generation with Large Multimodal Models

Yiyan Xu, Wenjie Wang, Yang Zhang, Biao Tang, Peng Yan, Fuli Feng, Xiangnan He

专题命中 个性化与一致性 ：image generation(title,abstract)；分类 cs.MM

Comments Accepted for publication in WWW'25

Surrealistic-like Image Generation with Vision-Language Models

Elif Ayten, Shuai Wang, Hjalmar Snoep

专题命中 个性化与一致性 ：image generation(title,abstract)；分类 cs.CV

Comments 2023 Joint international Scientific conferences on AI and Machine Learning (BNAIC-BeNeLearn)

SVP: Style-Enhanced Vivid Portrait Talking Head Diffusion Model

Weipeng Tan, Chuming Lin, Chengming Xu, Xiaozhong Ji, Junwei Zhu, Chengjie Wang, Yunsheng Wu, Yanwei Fu

专题命中 个性化与一致性 ：diffusion(title,abstract)；分类 cs.CV

Enhanced Anime Image Generation Using USE-CMHSA-GAN

J. Lu

专题命中 个性化与一致性 ：image generation(title,abstract)；分类 cs.CV

EEG-Driven 3D Object Reconstruction with Style Consistency and Diffusion Prior

Xin Xiang, Wenhui Zhou, Guojun Dai

专题命中 个性化与一致性 ：diffusion(title,abstract)；分类 cs.CV

Towards Multi-View Consistent Style Transfer with One-Step Diffusion via Vision Conditioning

Yushen Zuo, Jun Xiao, Kin-Chung Chan, Rongkang Dong, Cuixin Yang, Zongqi He, Hao Xie, Kin-Man Lam

专题命中 个性化与一致性 ：diffusion(title,abstract)；分类 cs.CV

Comments Accepted by ECCV 2024 AI for Visual Arts Workshop and Challenges, 18 pages, 7 figures

A Data Perspective on Enhanced Identity Preservation for Diffusion Personalization

Xingzhe He, Zhiwen Cao, Nicholas Kolkin, Lantao Yu, Kun Wan, Helge Rhodin, Ratheesh Kalarot

专题命中 个性化与一致性 ：diffusion(title)；text-to-image(abstract)；分类 cs.CV

Comments WACV 2025

Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis

Yuxi Ren, Xin Xia, Yanzuo Lu, Jiacheng Zhang, Jie Wu, Pan Xie, Xing Wang, Xuefeng Xiao

专题命中 个性化与一致性 ：image synthesis(title)；diffusion(abstract)；分类 cs.CV

Comments Accepted by NeurIPS 2024 (Camera-Ready Version). Project Page: https://hyper-sd.github.io/