图像生成 - arXivDaily 专题

1705.11136 2018-09-13 cs.CV 57%

Representation Learning by Rotating Your Faces

Luan Tran, Xi Yin, Xiaoming Liu

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

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

1803.07100 2018-09-10 cs.CV 57%

VGAN-Based Image Representation Learning for Privacy-Preserving Facial Expression Recognition

Jiawei Chen, Janusz Konrad, Prakash Ishwar

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

1712.01026 2018-09-06 cs.CV 57%

Wasserstein Divergence for GANs

Jiqing Wu, Zhiwu Huang, Janine Thoma, Dinesh Acharya, Luc Van Gool

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

Comments accepted by eccv_2018, correct minor errors

1804.03786 2018-08-28 cs.CV 57%

Nonlinear 3D Face Morphable Model

Luan Tran, Xiaoming Liu

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

Comments CVPR 2018 (Spotlight). Source code: https://github.com/tranluan/Nonlinear_Face_3DMM . Project webpage: http://cvlab.cse.msu.edu/project-nonlinear-3dmm.html . v3: minor revision, adding source code

1708.09533 2018-08-27 cs.CV 57%

Improved ArtGAN for Conditional Synthesis of Natural Image and Artwork

Wei Ren Tan, Chee Seng Chan, Hernan Aguirre, Kiyoshi Tanaka

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

Comments 16 pages, 11 figures, accepted version at IEEE Transactions on Image Processing (T-IP)

1807.07349 2018-07-20 cs.CV 57%

Generative Adversarial Networks for MR-CT Deformable Image Registration

Christine Tanner, Firat Ozdemir, Romy Profanter, Valeriy Vishnevsky, Ender Konukoglu, Orcun Goksel

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

1807.04099 2018-07-12 cs.CV 57%

Variational Capsules for Image Analysis and Synthesis

Huaibo Huang, Lingxiao Song, Ran He, Zhenan Sun, Tieniu Tan

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

1702.04069 2018-05-01 cs.CV 57%

SSPP-DAN: Deep Domain Adaptation Network for Face Recognition with Single Sample Per Person

Sungeun Hong, Woobin Im, Jongbin Ryu, Hyun S. Yang

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

Comments Accepted to ICIP 2017 Oral, Code is available at https://github.com/csehong/SSPP-DAN

1804.07739 2018-04-23 cs.CV 57%

Synthesizing Images of Humans in Unseen Poses

Guha Balakrishnan, Amy Zhao, Adrian V. Dalca, Fredo Durand, John Guttag

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

Comments CVPR 2018

1804.00410 2018-04-03 cs.CV 57%

SyncGAN: Synchronize the Latent Space of Cross-modal Generative Adversarial Networks

Wen-Cheng Chen, Chien-Wen Chen, Min-Chun Hu

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

Comments 9 pages, Part of this work is accepted by IEEE International Conference on Multimedia Expo 2018

1803.11080 2018-03-30 cs.CV cs.AI cs.LG 57%

3D Consistent Biventricular Myocardial Segmentation Using Deep Learning for Mesh Generation

Qiao Zheng, Hervé Delingette, Nicolas Duchateau, Nicholas Ayache

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

1612.09322 2018-03-19 cs.CV 57%

Deep Learning Logo Detection with Data Expansion by Synthesising Context

Hang Su, Xiatian Zhu, Shaogang Gong

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

1802.00771 2018-02-05 cs.CV 57%

No Modes left behind: Capturing the data distribution effectively using GANs

Shashank Sharma, Vinay P. Namboodiri

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

Comments accepted to AAAI 2018 conference

1712.07695 2017-12-22 cs.CV 57%

Adversarial Synthesis Learning Enables Segmentation Without Target Modality Ground Truth

Yuankai Huo, Zhoubing Xu, Shunxing Bao, Albert Assad, Richard G. Abramson, Bennett A. Landman

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

Comments IEEE International Symposium on Biomedical Imaging (ISBI) 2018

1709.02073 2017-11-10 cs.CV 57%

Deep Embedding Convolutional Neural Network for Synthesizing CT Image from T1-Weighted MR Image

Lei Xiang, Qian Wang, Xiyao Jin, Dong Nie, Yu Qiao, Dinggang Shen

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

1711.02245 2017-11-08 cs.CV 57%

Challenges in Disentangling Independent Factors of Variation

Attila Szabó, Qiyang Hu, Tiziano Portenier, Matthias Zwicker, Paolo Favaro

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

Comments Submitted to ICLR 2018

1710.06270 2017-10-19 cs.CV 57%

Procedural Modeling and Physically Based Rendering for Synthetic Data Generation in Automotive Applications

Apostolia Tsirikoglou, Joel Kronander, Magnus Wrenninge, Jonas Unger

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

Comments The project web page at http://vcl.itn.liu.se/publications/2017/TKWU17/ contains a version of the paper with high-resolution images as well as additional material

1708.00106 2017-08-10 cs.CV 57%

Material Editing Using a Physically Based Rendering Network

Guilin Liu, Duygu Ceylan, Ersin Yumer, Jimei Yang, Jyh-Ming Lien

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

Comments 14 pages, ICCV 2017

1707.09747 2017-08-01 cs.CV 57%

Synthesis of Positron Emission Tomography (PET) Images via Multi-channel Generative Adversarial Networks (GANs)

Lei Bi, Jinman Kim, Ashnil Kumar, Dagan Feng, Michael Fulham

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

Comments 9 pages, 2 figures

1703.00371 2017-07-25 stat.ML cs.CR cs.MM 57%

Generating Steganographic Images via Adversarial Training

Jamie Hayes, George Danezis

专题命中文生图：image synthesis(abstract)；分类 cs.MM

Comments 9 pages

1707.07418 2017-07-25 cs.CV 57%

Generative OpenMax for Multi-Class Open Set Classification

ZongYuan Ge, Sergey Demyanov, Zetao Chen, Rahil Garnavi

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

1707.04487 2017-07-25 cs.CV cs.LG 57%

Guiding InfoGAN with Semi-Supervision

Adrian Spurr, Emre Aksan, Otmar Hilliges

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

1603.06078 2017-07-10 cs.GR cs.LG 57%

Deep Shading: Convolutional Neural Networks for Screen-Space Shading

Oliver Nalbach, Elena Arabadzhiyska, Dushyant Mehta, Hans-Peter Seidel, Tobias Ritschel

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

1612.02761 2017-04-05 cs.CV 57%

A Maximum A Posteriori Estimation Framework for Robust High Dynamic Range Video Synthesis

Yuelong Li, Chul Lee, Vishal Monga

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

1511.06409 2017-01-25 cs.LG cs.CV 57%

Learning to Generate Images with Perceptual Similarity Metrics

Jake Snell, Karl Ridgeway, Renjie Liao, Brett D. Roads, Michael C. Mozer, Richard S. Zemel

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

1511.06078 2016-04-15 cs.CV cs.CL cs.LG 57%

Learning Deep Structure-Preserving Image-Text Embeddings

Liwei Wang, Yin Li, Svetlana Lazebnik

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

1505.05641 2015-05-22 cs.CV 57%

Render for CNN: Viewpoint Estimation in Images Using CNNs Trained with Rendered 3D Model Views

Hao Su, Charles R. Qi, Yangyan Li, Leonidas Guibas

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

2608.25192 2026-08-27 cs.RO 新提交 50%

CRESSim-Neo: A Batched GPU Simulation Engine for Surgical Robotics and Robot Learning

CRESSim-Neo：面向外科机器人与机器人学习的批量GPU仿真引擎

Yafei Ou, Ahnaf Naheen, Tleukhan Mussin, Hans Jarales, Melwin Moncy, Mahdi Tavakoli

机构 * University of Alberta（阿尔伯塔大学）

专题命中文生图：image synthesis(abstract)

AI总结本文推出CRESSim-Neo，一款面向外科机器人与机器人学习的批量GPU仿真引擎，支持多类外科相关仿真任务，在RTX 4090上实现高并行环境步性能，为相关研究提供统一可扩展平台。

Comments 8 pages, 11 figures

2608.24160 2026-08-26 cs.AI 新提交 50%

OmniJudge or OmniBias? Diagnosing Multimodal Judges through Balanced, Decoupled Lenses

全能评判者还是全能偏差？通过平衡、解耦的视角诊断多模态评判者

Guangzheng Hu, Ziyue Jiang, Weixu Qiao, Lixin Zhang, Jianye Kang, Yuru Wu, Rong Bao, Niantong Li, Wei Wang, Ziyi Cheng, Xinfa Zhu, HangRui Hu, Ting He, Bing Zhao, Lin Qu, Hu Wei, Jin Xu

专题命中文生图：text-to-image(abstract)

AI总结本研究推出平衡解耦的多模态评判者诊断基准D3-Omni，发现全能评判者存在模态相关维度表现差、漏检失败等系统性盲点，为评估多模态模型提供新视角。

2607.21615 2026-07-27 cs.AI cs.LG 新提交 50%

FrED: External Data Influence Estimation via Domain Knowledge Graph Grounding

FrED：通过领域知识图谱基础进行外部数据影响估计

Theodoros Aivalis, Iraklis A. Klampanos, Antonis Troumpoukis, Joemon M. Jose

机构 * National Centre for Scientific Research “Demokritos”（国家科学研究中心“德谟克利特”）； University of Glasgow（格拉斯哥大学）

专题命中文生图：image synthesis(abstract)

AI总结针对生成式AI训练数据归因问题，提出在黑盒设置下运行的概率框架，融合连续特征相似度与领域特定知识图谱，在艺术图像合成和天气预报等领域评估，证明其有效性，为外部数据影响分析提供高效可解释机制。

1. 文生图 3490 篇

Representation Learning by Rotating Your Faces

VGAN-Based Image Representation Learning for Privacy-Preserving Facial Expression Recognition

Wasserstein Divergence for GANs

Nonlinear 3D Face Morphable Model

Improved ArtGAN for Conditional Synthesis of Natural Image and Artwork

Generative Adversarial Networks for MR-CT Deformable Image Registration

Variational Capsules for Image Analysis and Synthesis

SSPP-DAN: Deep Domain Adaptation Network for Face Recognition with Single Sample Per Person

Synthesizing Images of Humans in Unseen Poses

SyncGAN: Synchronize the Latent Space of Cross-modal Generative Adversarial Networks

3D Consistent Biventricular Myocardial Segmentation Using Deep Learning for Mesh Generation

Deep Learning Logo Detection with Data Expansion by Synthesising Context

No Modes left behind: Capturing the data distribution effectively using GANs

Adversarial Synthesis Learning Enables Segmentation Without Target Modality Ground Truth

Deep Embedding Convolutional Neural Network for Synthesizing CT Image from T1-Weighted MR Image

Challenges in Disentangling Independent Factors of Variation

Procedural Modeling and Physically Based Rendering for Synthetic Data Generation in Automotive Applications

Material Editing Using a Physically Based Rendering Network

Synthesis of Positron Emission Tomography (PET) Images via Multi-channel Generative Adversarial Networks (GANs)

Generating Steganographic Images via Adversarial Training

Generative OpenMax for Multi-Class Open Set Classification

Guiding InfoGAN with Semi-Supervision

Deep Shading: Convolutional Neural Networks for Screen-Space Shading

A Maximum A Posteriori Estimation Framework for Robust High Dynamic Range Video Synthesis

Learning to Generate Images with Perceptual Similarity Metrics

Learning Deep Structure-Preserving Image-Text Embeddings

Render for CNN: Viewpoint Estimation in Images Using CNNs Trained with Rendered 3D Model Views

CRESSim-Neo: A Batched GPU Simulation Engine for Surgical Robotics and Robot Learning

OmniJudge or OmniBias? Diagnosing Multimodal Judges through Balanced, Decoupled Lenses

FrED: External Data Influence Estimation via Domain Knowledge Graph Grounding