图像生成 - arXivDaily 专题

2509.03341 2025-09-04 cs.LG cs.AI 82%

On the MIA Vulnerability Gap Between Private GANs and Diffusion Models

Ilana Sebag, Jean-Yves Franceschi, Alain Rakotomamonjy, Alexandre Allauzen, Jamal Atif

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

2412.00177 2025-09-04 cs.CV cs.GR cs.LG 81%

LumiNet: Latent Intrinsics Meets Diffusion Models for Indoor Scene Relighting

Xiaoyan Xing, Konrad Groh, Sezer Karaoglu, Theo Gevers, Anand Bhattad

机构 * University of Amsterdam（阿姆斯特丹大学）； BCAI-Bosch（BCAI-博世）； Toyota Technological Institute at Chicago（芝加哥丰田技术研究所）

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

Comments Corrects an evaluation bug in Table 1 due to a data normalization error. Thanks to the Sony PlayStation team for discovering and reporting the issue. The paper's core contributions, qualitative results, and user study are unaffected. We also include a minor update to the method to further improve result quality. Project page: https://luminet-relight.github.io/

2509.01919 2025-09-04 cs.CV cs.PF 79%

A Diffusion-Based Framework for Configurable and Realistic Multi-Storage Trace Generation

Seohyun Kim, Junyoung Lee, Jongho Park, Jinhyung Koo, Sungjin Lee, Yeseong Kim

机构 * DGIST ； POSTECH

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

2509.03324 2025-09-04 cs.CV 79%

InfraDiffusion: zero-shot depth map restoration with diffusion models and prompted segmentation from sparse infrastructure point clouds

Yixiong Jing, Cheng Zhang, Haibing Wu, Guangming Wang, Olaf Wysocki, Brian Sheil

机构 * Construction Engineering, University of Cambridge（剑桥大学建筑工程系）； College of Civil Engineering, Hunan University（湖南大学土木工程学院）

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

2509.03267 2025-09-04 cs.CV 79%

SynBT: High-quality Tumor Synthesis for Breast Tumor Segmentation by 3D Diffusion Model

Hongxu Yang, Edina Timko, Levente Lippenszky, Vanda Czipczer, Lehel Ferenczi

机构 * Science \& Technology Org. AI \& ML, GE HealthCare, Eindhoven, Netherlands Science \& Technology Org. AI \& ML, GE HealthCare, Budapest, Hungary

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

Comments Accepted by MICCAI 2025 Deep-Breath Workshop. Supported by IHI SYNTHIA project

2509.03141 2025-09-04 cs.CV cs.LG 79%

Temporally-Aware Diffusion Model for Brain Progression Modelling with Bidirectional Temporal Regularisation

Mattia Litrico, Francesco Guarnera, Mario Valerio Giuffrida, Daniele Ravì, Sebastiano Battiato

机构 * University of Catania（卡塔尼亚大学）； University of Nottingham（诺丁汉大学）； University of Messina（梅萨尼亚大学）

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

2509.03114 2025-09-04 cs.CV 79%

Towards Realistic Hand-Object Interaction with Gravity-Field Based Diffusion Bridge

Miao Xu, Xiangyu Zhu, Xusheng Liang, Zidu Wang, Jinlin Wu, Zhen Lei

机构 * Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所）； Centre for Artificial Intelligence and Robotics, Hong Kong Institute of Science（香港科学院人工智能与机器人中心）； School of Artificial Intelligence, University of Chinese Academy of Sciences（中国科学院大学人工智能学院）； China Mobile Financial Technology Co., Ltd.（中国移动金融科技有限公司）； School of Computer Science and Engineering, the Faculty of Innovation Engineering, M.U.S.T（澳门科技大学计算机科学与工程学院）

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

2507.06656 2025-09-04 cs.CV cs.LG 79%

Enhancing Diffusion Model Stability for Image Restoration via Gradient Management

Hongjie Wu, Mingqin Zhang, Linchao He, Ji-Zhe Zhou, Jiancheng Lv

机构 * College of Computer Science, Sichuan University（四川大学计算机学院）； National Key Laboratory of Fundamental Science on Synthetic Vision, Sichuan University（合成视觉基础科学国家重点实验室（四川大学））； Engineering Research Center of Machine Learning（机器学习工程研究中心）

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

Comments Accepted to ACM Multimedia 2025

2509.03348 2025-09-04 cs.GT cs.LG 78%

Generative Auto-Bidding in Large-Scale Competitive Auctions via Diffusion Completer-Aligner

Yewen Li, Jingtong Gao, Nan Jiang, Shuai Mao, Ruyi An, Fei Pan, Xiangyu Zhao, Bo An, Qingpeng Cai, Peng Jiang

机构 * Kuaishou Technology（快手科技）； Nanyang Technological University（南洋理工大学）； City University of HongKong（香港城市大学）； Chinese University of HongKong（香港中文大学）； University of Texas at Austin（德克萨斯大学奥斯汀分校）