图像生成

Multi Agents Semantic Emotion Aligned Music to Image Generation with Music Derived Captions

多智能体语义情感对齐的音乐到图像生成与音乐衍生标题

Junchang Shi, Gang Li

专题命中 可控生成 ：image generation(title)；分类 cs.MM

AI总结 MESA MIG通过多智能体协作生成音乐到图像，实现语义和情感对齐，提升生成图像的审美质量和情感一致性。

Comments 10 pages,3 figures.Under review for ICME 2026

OSMGen: Highly Controllable Satellite Image Synthesis using OpenStreetMap Data

Amir Ziashahabi, Narges Ghasemi, Sajjad Shahabi, John Krumm, Salman Avestimehr, Cyrus Shahabi

机构 * University of Southern California（南加州大学） 纠错

专题命中 可控生成 ：image synthesis(title)；分类 cs.CV

Comments Accepted at NeurIPS 2025 UrbanAI Workshop

Vision Foundation Models as Effective Visual Tokenizers for Autoregressive Image Generation

Anlin Zheng, Xin Wen, Xuanyang Zhang, Chuofan Ma, Tiancai Wang, Gang Yu, Xiangyu Zhang, Xiaojuan Qi

机构 * The University of Hong Kong（香港大学） ； StepFun ； Dexmal ； MEGVII Technology（MEGVII科技） 纠错

专题命中 可控生成 ：image generation(title)；分类 cs.CV

Comments 20 pages, 4 figures

Controlling the image generation process with parametric activation functions

Ilia Pavlov

机构 * Creative Computing Institute, University of the Arts London（创意计算研究所，伦敦艺术大学） 纠错

专题命中 可控生成 ：image generation(title)；分类 cs.CV

Comments 5 pages, 5 figures, accepted for the 16th International Conference on Computational Creativity, ICCC'25

Gaussian Scenes: Pose-Free Sparse-View Scene Reconstruction using Depth-Enhanced Diffusion Priors

Soumava Paul, Prakhar Kaushik, Alan Yuille

机构 * CCVL, Johns Hopkins University（CCVL，约翰霍普金斯大学） 纠错

专题命中 可控生成 ：diffusion(title)；分类 cs.CV

Comments Accepted to TMLR 2025. Code and models released at https://gaussianscenes.github.io/

AnatoMaskGAN: GNN-Driven Slice Feature Fusion and Noise Augmentation for Medical Semantic Image Synthesis

Zonglin Wu, Yule Xue, Qianxiang Hu, Yaoyao Feng, Yuqi Ma, Shanxiong Chen

机构 * College of Computer and Information Science, Southwest University（计算机与信息科学学院，西南大学） 纠错

专题命中 可控生成 ：image synthesis(title)；分类 cs.CV

Comments 8 pages

ThematicPlane: Bridging Tacit User Intent and Latent Spaces for Image Generation

Daniel Lee, Nikhil Sharma, Donghoon Shin, DaEun Choi, Harsh Sharma, Jeonghwan Kim, Heng Ji

机构 * Adobe Inc.（Adobe公司） ； Johns Hopkins University（约翰霍普金斯大学） ； University of Washington（华盛顿大学） ； University of Colorado（科罗拉多大学） ； University of Illinois at Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

专题命中 可控生成 ：image generation(title)；分类 cs.CV

Journal ref In Adjunct Proceedings of the 38th Annual ACM Symposium on User Interface Software and Technology (UIST '25), Sept 28-Oct 1, 2025, Busan, Republic of Korea. ACM, New York, NY, USA

Learning from Rendering: Realistic and Controllable Extreme Rainy Image Synthesis for Autonomous Driving Simulation

Kaibin Zhou, Kaifeng Huang, Hao Deng, Zelin Tao, Ziniu Liu, Lin Zhang, Shengjie Zhao

机构 * School of Computer Science and Technology, Tongji University（计算机科学与技术学院，同济大学） 纠错

专题命中 可控生成 ：image synthesis(title)；分类 cs.CV

Learning Temporally Consistent Video Depth from Video Diffusion Priors

Jiahao Shao, Yuanbo Yang, Hongyu Zhou, Youmin Zhang, Yujun Shen, Vitor Guizilini, Yue Wang, Matteo Poggi, Yiyi Liao

机构 * Zhejiang University（浙江大学） ； University of Bologna（博洛尼亚大学） ； University of Southern California（南加州大学） ； Ant Group（蚂蚁集团） ； Toyota Research Institute（丰田研究院） ； Rock Universe AI 纠错

专题命中 可控生成 ：diffusion(title)；分类 cs.CV

InterDyn: Controllable Interactive Dynamics with Video Diffusion Models

Rick Akkerman, Haiwen Feng, Michael J. Black, Dimitrios Tzionas, Victoria Fernández Abrevaya

专题命中 可控生成 ：diffusion(title)；分类 cs.CV

World Knowledge from AI Image Generation for Robot Control

Jonas Krumme, Christoph Zetzsche

专题命中 可控生成 ：image generation(title)；分类 cs.CV

Comments 9 pages, 10 figures

PoseTraj: Pose-Aware Trajectory Control in Video Diffusion

Longbin Ji, Lei Zhong, Pengfei Wei, Changjian Li

专题命中 可控生成 ：diffusion(title)；分类 cs.CV

Comments Code, data and project page: https://robingg1.github.io/Pose-Traj/

V2Flow: Unifying Visual Tokenization and Large Language Model Vocabularies for Autoregressive Image Generation

Guiwei Zhang, Tianyu Zhang, Mohan Zhou, Yalong Bai, Biye Li

专题命中 可控生成 ：image generation(title)；分类 cs.CV

Comments 11 pages, 6 figures

CAFusion: Controllable Anatomical Synthesis of Perirectal Lymph Nodes via SDF-guided Diffusion

Weidong Guo, Hantao Zhang, Shouhong Wan, Bingbing Zou, Wanqin Wang, Chenyang Qiu, Peiquan Jin

专题命中 可控生成 ：diffusion(title)；分类 cs.CV

VidSketch: Hand-drawn Sketch-Driven Video Generation with Diffusion Control

Lifan Jiang, Shuang Chen, Boxi Wu, Xiaotong Guan, Jiahui Zhang

专题命中 可控生成 ：diffusion(title)；分类 cs.CV

Comments 17pages, 15 figures

Manga Generation via Layout-controllable Diffusion

Siyu Chen, Dengjie Li, Zenghao Bao, Yao Zhou, Lingfeng Tan, Yujie Zhong, Zheng Zhao

专题命中 可控生成 ：diffusion(title)；分类 cs.CV

SharpDepth: Sharpening Metric Depth Predictions Using Diffusion Distillation

Duc-Hai Pham, Tung Do, Phong Nguyen, Binh-Son Hua, Khoi Nguyen, Rang Nguyen

专题命中 可控生成 ：diffusion(title)；分类 cs.CV

Comments Uncompressed version can be found in https://drive.google.com/file/d/1MG4-d_xDERVBCRfLDolNLnMLLuqd7qRz

High-fidelity Endoscopic Image Synthesis by Utilizing Depth-guided Neural Surfaces

Baoru Huang, Yida Wang, Anh Nguyen, Daniel Elson, Francisco Vasconcelos, Danail Stoyanov

专题命中 可控生成 ：image synthesis(title)；分类 cs.CV

ChildDiffusion: Unlocking the Potential of Generative AI and Controllable Augmentations for Child Facial Data using Stable Diffusion and Large Language Models

Muhammad Ali Farooq, Wang Yao, Peter Corcoran

专题命中 可控生成 ：diffusion(title)；分类 cs.CV

Comments This work has been submitted to the IEEE Transactions Journal for possible publication

Cavia: Camera-controllable Multi-view Video Diffusion with View-Integrated Attention

Dejia Xu, Yifan Jiang, Chen Huang, Liangchen Song, Thorsten Gernoth, Liangliang Cao, Zhangyang Wang, Hao Tang

专题命中 可控生成 ：diffusion(title)；分类 cs.CV

Comments Project Page: https://ir1d.github.io/Cavia/

Controllable retinal image synthesis using conditional StyleGAN and latent space manipulation for improved diagnosis and grading of diabetic retinopathy

Somayeh Pakdelmoez, Saba Omidikia, Seyyed Ali Seyyedsalehi, Seyyede Zohreh Seyyedsalehi

专题命中 可控生成 ：image synthesis(title)；分类 cs.CV

Comments 30 pages, 17 figures

Synthetic dual image generation for reduction of labeling efforts in semantic segmentation of micrographs with a customized metric function

Matias Oscar Volman Stern, Dominic Hohs, Andreas Jansche, Timo Bernthaler, Gerhard Schneider

专题命中 可控生成 ：image generation(title)；分类 cs.CV

ClickDiff: Click to Induce Semantic Contact Map for Controllable Grasp Generation with Diffusion Models

Peiming Li, Ziyi Wang, Mengyuan Liu, Hong Liu, Chen Chen

专题命中 可控生成 ：diffusion(title)；分类 cs.CV

Comments ACM Multimedia 2024

Domain Generalization for 6D Pose Estimation Through NeRF-based Image Synthesis

Antoine Legrand, Renaud Detry, Christophe De Vleeschouwer

专题命中 可控生成 ：image synthesis(title)；分类 cs.CV

Patch-enhanced Mask Encoder Prompt Image Generation

Shusong Xu, Peiye Liu

专题命中 可控生成 ：image generation(title)；分类 cs.CV

TrailBlazer: Trajectory Control for Diffusion-Based Video Generation

Wan-Duo Kurt Ma, J. P. Lewis, W. Bastiaan Kleijn

专题命中 可控生成 ：diffusion(title)；分类 cs.CV

Comments 14 pages, 18 figures, Project Page: https://hohonu-vicml.github.io/Trailblazer.Page/

Street-View Image Generation from a Bird's-Eye View Layout

Alexander Swerdlow, Runsheng Xu, Bolei Zhou

专题命中 可控生成 ：image generation(title)；分类 cs.CV

SparseCtrl: Adding Sparse Controls to Text-to-Video Diffusion Models

Yuwei Guo, Ceyuan Yang, Anyi Rao, Maneesh Agrawala, Dahua Lin, Bo Dai

专题命中 可控生成 ：diffusion(title)；分类 cs.CV

Comments Project page: https://guoyww.github.io/projects/SparseCtrl

Dance with You: The Diversity Controllable Dancer Generation via Diffusion Models

Siyue Yao, Mingjie Sun, Bingliang Li, Fengyu Yang, Junle Wang, Ruimao Zhang

专题命中 可控生成 ：diffusion(title)；分类 cs.GR

Comments Accepted by ACM MM 2023

Counterfactual Image Generation for adversarially robust and interpretable Classifiers

Rafael Bischof, Florian Scheidegger, Michael A. Kraus, A. Cristiano I. Malossi

专题命中 可控生成 ：image generation(title)；分类 cs.CV