图像生成

Mask2Lesion: Mask-Constrained Adversarial Skin Lesion Image Synthesis

Kumar Abhishek, Ghassan Hamarneh

专题命中 文生图 ：image synthesis(title)；分类 cs.CV

Comments 10 pages, 5 figures

Three Dimensional Fluorescence Microscopy Image Synthesis and Segmentation

Chichen Fu, Soonam Lee, David Joon Ho, Shuo Han, Paul Salama, Kenneth W. Dunn, Edward J. Delp

专题命中 文生图 ：image synthesis(title)；分类 cs.CV

Comments Accepted by CVPR Workshop on Computer Vision for Microscopy Image Analysis (CVMI)

Evaluating Text-to-Image Matching using Binary Image Selection (BISON)

Hexiang Hu, Ishan Misra, Laurens van der Maaten

专题命中 文生图 ：text-to-image(title)；分类 cs.CV

Auto-Embedding Generative Adversarial Networks for High Resolution Image Synthesis

Yong Guo, Qi Chen, Jian Chen, Qingyao Wu, Qinfeng Shi, Mingkui Tan

专题命中 文生图 ：image synthesis(title)；分类 cs.CV

Comments Accepted by IEEE Transactions on Multimedia

Photorealistic Image Synthesis for Object Instance Detection

Tomas Hodan, Vibhav Vineet, Ran Gal, Emanuel Shalev, Jon Hanzelka, Treb Connell, Pedro Urbina, Sudipta N. Sinha, Brian Guenter

专题命中 文生图 ：image synthesis(title)；分类 cs.CV

Fast Face Image Synthesis with Minimal Training

Sandipan Banerjee, Walter J. Scheirer, Kevin W. Bowyer, Patrick J. Flynn

专题命中 文生图 ：image synthesis(title)；分类 cs.CV

Comments To appear in IEEE WACV 2019. Get our data (2M face images of 12K synthetic subjects, 8K 3D head models) by accessing the "Notre Dame Synthetic Face Dataset" here: https://cvrl.nd.edu/projects/data/

An Interpretable Generative Model for Handwritten Digit Image Synthesis

Yao Zhu, Saksham Suri, Pranav Kulkarni, Yueru Chen, Jiali Duan, C. -C. Jay Kuo

专题命中 文生图 ：image synthesis(title)；分类 cs.CV

Unsupervised Person Image Synthesis in Arbitrary Poses

Albert Pumarola, Antonio Agudo, Alberto Sanfeliu, Francesc Moreno-Noguer

专题命中 文生图 ：image synthesis(title)；分类 cs.CV

Comments Accepted as Spotlight at CVPR 2018

Medical Image Synthesis for Data Augmentation and Anonymization using Generative Adversarial Networks

Hoo-Chang Shin, Neil A Tenenholtz, Jameson K Rogers, Christopher G Schwarz, Matthew L Senjem, Jeffrey L Gunter, Katherine Andriole, Mark Michalski

专题命中 文生图 ：image synthesis(title)；分类 cs.CV

Comments Accepted for 2018 Workshop on Simulation and Synthesis in Medical Imaging - SASHIMI2018

Towards Audio to Scene Image Synthesis using Generative Adversarial Network

Chia-Hung Wan, Shun-Po Chuang, Hung-Yi Lee

专题命中 文生图 ：image synthesis(title)；分类 cs.CV

Perceptual Rasterization for Head-mounted Display Image Synthesis

Tobias Ritschel, Sebastian Friston, Anthony Steed

专题命中 文生图 ：image synthesis(title)；分类 cs.GR

Generative Adversarial Image Synthesis with Decision Tree Latent Controller

Takuhiro Kaneko, Kaoru Hiramatsu, Kunio Kashino

专题命中 文生图 ：image synthesis(title)；分类 cs.CV

Comments CVPR 2018. Project page: http://www.kecl.ntt.co.jp/people/kaneko.takuhiro/projects/dtlc-gan/

High-resolution medical image synthesis using progressively grown generative adversarial networks

Andrew Beers, James Brown, Ken Chang, J. Peter Campbell, Susan Ostmo, Michael F. Chiang, Jayashree Kalpathy-Cramer

专题命中 文生图 ：image synthesis(title)；分类 cs.CV

Ray tracing method for stereo image synthesis using CUDA

Anas M. Al-Oraiqat, S. A. Zori

专题命中 文生图 ：image synthesis(title)；分类 cs.GR

Comments 8 pages, 8 Figures, International Journal of Engineering Science and Technology 2009

SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis

Wengling Chen, James Hays

专题命中 文生图 ：image synthesis(title)；分类 cs.CV

Comments Accepted to CVPR 2018

Generative Adversarial Training for MRA Image Synthesis Using Multi-Contrast MRI

Sahin Olut, Yusuf Huseyin Sahin, Ugur Demir, Gozde Unal

专题命中 文生图 ：image synthesis(title)；分类 cs.CV

MR to X-Ray Projection Image Synthesis

Bernhard Stimpel, Christopher Syben, Tobias Würfl, Katrin Mentl, Arnd Dörfler, Andreas Maier

专题命中 文生图 ：image synthesis(title)；分类 cs.CV

Comments In Proceedings of the 5th International Conference on Image Formation in X-ray Computed Tomography

Load Balanced GANs for Multi-view Face Image Synthesis

Jie Cao, Yibo Hu, Bing Yu, Ran He, Zhenan Sun

专题命中 文生图 ：image synthesis(title)；分类 cs.CV

Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks

Salman Ul Hassan Dar, Mahmut Yurt, Levent Karacan, Aykut Erdem, Erkut Erdem, Tolga Çukur

专题命中 文生图 ：image synthesis(title)；分类 cs.CV

Unsupervised Histopathology Image Synthesis

Le Hou, Ayush Agarwal, Dimitris Samaras, Tahsin M. Kurc, Rajarsi R. Gupta, Joel H. Saltz

专题命中 文生图 ：image synthesis(title)；分类 cs.CV

Recent Progress of Face Image Synthesis

Zhihe Lu, Zhihang Li, Jie Cao, Ran He, Zhenan Sun

专题命中 文生图 ：image synthesis(title)；分类 cs.CV

Comments 17 pages, 10 figures

Towards Adversarial Retinal Image Synthesis

Pedro Costa, Adrian Galdran, Maria Inês Meyer, Michael David Abràmoff, Meindert Niemeijer, Ana Maria Mendonça, Aurélio Campilho

专题命中 文生图 ：image synthesis(title)；分类 cs.CV

Medical Image Synthesis with Context-Aware Generative Adversarial Networks

Dong Nie, Roger Trullo, Caroline Petitjean, Su Ruan, Dinggang Shen

专题命中 文生图 ：image synthesis(title)；分类 cs.CV

Generative Adversarial Text to Image Synthesis

Scott Reed, Zeynep Akata, Xinchen Yan, Lajanugen Logeswaran, Bernt Schiele, Honglak Lee

专题命中 文生图 ：image synthesis(title)；分类 cs.CV

Comments ICML 2016

Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis

Chuan Li, Michael Wand

专题命中 文生图 ：image synthesis(title)；分类 cs.CV

Comments 9 pages, 9 figures

Multi-GPU maximum entropy image synthesis for radio astronomy

M. Cárcamo, P. Román, S. Casassus, V. Moral, F. R. Rannou

专题命中 文生图 ：image synthesis(title,journal_ref)

Comments 11 pages, 13 figures

Journal ref M. Cárcamo, P.E. Román, S. Casassus, V. Moral, F.R. Rannou, Multi-GPU maximum entropy image synthesis for radio astronomy, Astronomy and Computing, Volume 22, 2018, Pages 16-27, ISSN 2213-1337

Spanning the Visual Analogy Space with a Weight Basis of LoRAs

通过LoRAs的权重基来跨越视觉类比空间

Hila Manor, Rinon Gal, Haggai Maron, Tomer Michaeli, Gal Chechik

专题命中 文生图 ：text-to-image(abstract)；image editing(abstract)；分类 cs.CV、cs.GR

AI总结 本文提出LoRWeB，通过在单次推理中为每个类比任务专门化模型，动态组合学习的变换原语，以提升视觉类比学习的泛化能力。

Comments Accepted to ECCV 2026; Code and data are in https://research.nvidia.com/labs/par/lorweb

Echo-Memory: A Controlled Study of Memory in Action World Models

Echo-Memory：动作世界模型中记忆的受控研究

Wayne King, Zeyue Xue, Yuxuan Bian, Jie Huang, Haoran Li, Yaowei Li, Yaofeng Su, Yuming Li, Haoyu Wang, Shiyi Zhang, Songchun Zhang, Yuwei Niu, Sihan Xu, Junhao Zhuang, Haoyang Huang, Nan Duan

机构 * Joy Future Academy（京东探索研究院） 纠错

专题命中 文生图 ：diffusion(abstract)；image synthesis(abstract)；分类 cs.CV、cs.GR

AI总结 提出Echo-Memory框架，通过控制变量法研究动作条件世界模型中的记忆机制，发现原始上下文容量和块状状态空间递归对开放域返回任务至关重要。

Comments 9 figures and 28 pages, Code at \href{https://github.com/Echo-Team-Joy-Future-Academy-JD/Echo-Memory}{this URL}

JavisDiT++: Unified Modeling and Optimization for Joint Audio-Video Generation

JavisDiT++：联合音频视频生成的统一建模与优化

Kai Liu, Yanhao Zheng, Kai Wang, Shengqiong Wu, Rongjunchen Zhang, Jiebo Luo, Dimitrios Hatzinakos, Ziwei Liu, Hao Fei, Tat-Seng Chua

机构 * Zhejiang University（浙江大学） ； National University of Singapore（新加坡国立大学） ； University of Toronto（多伦多大学） ； HiThink Research（HiThink研究） ； University of Rochester（罗切斯特大学） ； Nanyang Technological University（南洋理工大学） 纠错

专题命中 文生图 ：image generation(abstract)；text-to-image(abstract)；分类 cs.CV、cs.MM

AI总结 JavisDiT++通过统一建模与优化方法，在联合音频视频生成任务中实现高质量的同步与语义对齐。

Comments Accepted by ICLR 2026. Homepage: https://JavisVerse.github.io/JavisDiT2-page

VIVAT: Virtuous Improving VAE Training through Artifact Mitigation

VIVAT: 通过抑制伪影改进VAE训练

Lev Novitskiy, Viacheslav Vasilev, Maria Kovaleva, Vladimir Arkhipkin, Denis Dimitrov

专题命中 文生图 ：image generation(abstract)；text-to-image(abstract)；分类 cs.CV、cs.MM

AI总结 VIVAT通过抑制VAE训练中的常见伪影，提升图像重建和生成质量，实现更优的PSNR、SSIM和CLIP分数表现。