图像生成 - arXivDaily 专题

2008.06843 2020-09-10 cs.CV 57%

Learning Flow-based Feature Warping for Face Frontalization with Illumination Inconsistent Supervision

Yuxiang Wei, Ming Liu, Haolin Wang, Ruifeng Zhu, Guosheng Hu, Wangmeng Zuo

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

Comments ECCV 2020. Code is available at: https://github.com/csyxwei/FFWM

2008.09154 2020-09-01 cs.CV cs.AI cs.LG 57%

Causal Future Prediction in a Minkowski Space-Time

Athanasios Vlontzos, Henrique Bergallo Rocha, Daniel Rueckert, Bernhard Kainz

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

Comments Includes supplement

2007.15651 2020-08-21 cs.CV cs.LG 57%

Contrastive Learning for Unpaired Image-to-Image Translation

Taesung Park, Alexei A. Efros, Richard Zhang, Jun-Yan Zhu

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

Comments ECCV 2020. Please visit https://taesungp.github.io/ContrastiveUnpairedTranslation/ for introduction videos and more. v3 contains typo fixes and citation update

2003.10608 2020-08-19 cs.CV 57%

UnrealText: Synthesizing Realistic Scene Text Images from the Unreal World

Shangbang Long, Cong Yao

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

Comments adding experiments with Mask-RCNN

2007.14615 2020-07-30 cs.CV 57%

Translate the Facial Regions You Like Using Region-Wise Normalization

Wenshuang Liu, Wenting Chen, Linlin Shen

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

Comments 13 pages, 13 figures

2007.02721 2020-07-30 cs.CV cs.LG eess.IV 57%

Do Not Mask What You Do Not Need to Mask: a Parser-Free Virtual Try-On

Thibaut Issenhuth, Jérémie Mary, Clément Calauzènes

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

Comments Accepted at ECCV 2020. arXiv admin note: text overlap with arXiv:1906.01347

2004.06824 2020-07-29 eess.IV cs.CV 57%

Melanoma Detection using Adversarial Training and Deep Transfer Learning

Hasib Zunair, A. Ben Hamza

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

Comments Published in the Journal of Physics in Medicine and Biology (PMB), April 2020. Codes at https://github.com/hasibzunair/adversarial-lesions

2004.02967 2020-07-20 cs.LG cs.CV cs.NE stat.ML 57%

Evolving Normalization-Activation Layers

Hanxiao Liu, Andrew Brock, Karen Simonyan, Quoc V. Le

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

1912.03840 2020-07-20 cs.CV 57%

Neural Wireframe Renderer: Learning Wireframe to Image Translations

Yuan Xue, Zihan Zhou, Xiaolei Huang

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

Comments ECCV 2020

1909.06122 2020-07-17 cs.CR cs.CV cs.LG 57%

FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces

Run Wang, Felix Juefei-Xu, Lei Ma, Xiaofei Xie, Yihao Huang, Jian Wang, Yang Liu

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

2007.05441 2020-07-13 cs.CV cs.LG 57%

Impression Space from Deep Template Network

Gongfan Fang, Xinchao Wang, Haofei Zhang, Jie Song, Mingli Song

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

1909.04324 2020-06-23 cs.CV cs.LG eess.IV stat.ML 57%

Inducing Hierarchical Compositional Model by Sparsifying Generator Network

Xianglei Xing, Tianfu Wu, Song-Chun Zhu, Ying Nian Wu

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

Comments This is the CVPR version

1903.06048 2020-06-16 cs.CV cs.LG stat.ML 57%

MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks

Animesh Karnewar, Oliver Wang

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

Comments CVPR 2020 (Main Conference). Work sponsored by TomTom and Adobe. Code repository: https://github.com/akanimax/msg-stylegan-tf

2006.02595 2020-06-05 cs.LG cs.CV eess.IV stat.ML 57%

Image Augmentations for GAN Training

Zhengli Zhao, Zizhao Zhang, Ting Chen, Sameer Singh, Han Zhang

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

2005.03011 2020-05-08 cs.HC cs.GR 57%

Overview of Surgical Simulation

Mohamed A. ElHelw

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

2003.14119 2020-04-28 eess.IV cs.CV 57%

Pathological Retinal Region Segmentation From OCT Images Using Geometric Relation Based Augmentation

Dwarikanath Mahapatra, Behzad Bozorgtabar, Jean-Philippe Thiran, Ling Shao

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

1904.07344 2020-04-23 cs.CV 57%

Polarimetric Thermal to Visible Face Verification via Self-Attention Guided Synthesis

Xing Di, Benjamin S. Riggan, Shuowen Hu, Nathaniel J. Short, Vishal M. Patel

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

Comments This work is accepted at the 12th IAPR International Conference On Biometrics (ICB 2019)

1903.09467 2020-04-21 cs.CV 57%

Disentangled Representation Learning in Cardiac Image Analysis

Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou, Michelle Williams, David Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris

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

Journal ref Medical Image Analysis 58 (2019) 101535

2004.06014 2020-04-14 cs.CV cs.LG eess.IV stat.ML 57%

Training End-to-end Single Image Generators without GANs

Yael Vinker, Nir Zabari, Yedid Hoshen

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

Comments Project page: http://www.vision.huji.ac.il/augurone

1912.11035 2020-04-07 cs.CV 57%

CNN-generated images are surprisingly easy to spot... for now

Sheng-Yu Wang, Oliver Wang, Richard Zhang, Andrew Owens, Alexei A. Efros

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

Comments Accepted to CVPR 2020

2004.00140 2020-04-02 cs.CV 57%

Learning Generative Models of Tissue Organization with Supervised GANs

Ligong Han, Robert F. Murphy, Deva Ramanan

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

Comments Accepted at WACV-18

2003.12406 2020-03-30 cs.CV 57%

Learning Implicit Surface Light Fields

Michael Oechsle, Michael Niemeyer, Lars Mescheder, Thilo Strauss, Andreas Geiger

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

2003.08152 2020-03-19 cs.CV 57%

SwapText: Image Based Texts Transfer in Scenes

Qiangpeng Yang, Hongsheng Jin, Jun Huang, Wei Lin

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

Comments Accepted by CVPR 2020

2003.01473 2020-03-05 cs.CL cs.CV cs.LG 57%

XGPT: Cross-modal Generative Pre-Training for Image Captioning

Qiaolin Xia, Haoyang Huang, Nan Duan, Dongdong Zhang, Lei Ji, Zhifang Sui, Edward Cui, Taroon Bharti, Xin Liu, Ming Zhou

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

Comments 12 pages, 3 figures, 7 tables

2002.07002 2020-02-18 cs.GR stat.CO 57%

Jittering Samples using a kd-Tree Stratification

Alexandros D. Keros, Divakaran Divakaran, Kartic Subr

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

Comments 24 pages, 10 Figures

1911.12850 2020-02-07 eess.IV cs.CV cs.LG 57%

Quality analysis of DCGAN-generated mammography lesions

Basel Alyafi, Oliver Diaz, Joan C Vilanova, Javier del Riego, Robert Marti

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

Comments Abstract accepted in the International Workshop Breast Imaging IWBI (2020), 4 pages, 3 figures

1908.07846 2020-02-07 cs.CL cs.AI cs.CV cs.LG 57%

Representing text as abstract images enables image classifiers to also simultaneously classify text

Stephen M. Petrie, T'Mir D. Julius

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

Comments Minor changes in order to submit paper to a different conference (e.g. made minor changes to writing in several places and added extra data to Table 3 in order to make it clearer)

2001.11715 2020-02-03 cs.CV cs.LG eess.IV 57%

A Generative Adversarial Network for AI-Aided Chair Design

Zhibo Liu, Feng Gao, Yizhou Wang

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

Comments 6 pages, 5 figures, accepted at MIPR2019

2001.09257 2020-01-28 cs.CV 57%

On the Role of Receptive Field in Unsupervised Sim-to-Real Image Translation

Nikita Jaipuria, Shubh Gupta, Praveen Narayanan, Vidya N. Murali

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

Comments Machine Learning for Autonomous Driving Workshop at the 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada

2001.07475 2020-01-22 cs.RO cs.CV 57%

Instance Segmentation of Visible and Occluded Regions for Finding and Picking Target from a Pile of Objects

Kentaro Wada, Shingo Kitagawa, Kei Okada, Masayuki Inaba

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

Comments 8 pages, 11 figures, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2018

1. 文生图 3480 篇

Learning Flow-based Feature Warping for Face Frontalization with Illumination Inconsistent Supervision

Causal Future Prediction in a Minkowski Space-Time

Contrastive Learning for Unpaired Image-to-Image Translation

UnrealText: Synthesizing Realistic Scene Text Images from the Unreal World

Translate the Facial Regions You Like Using Region-Wise Normalization

Do Not Mask What You Do Not Need to Mask: a Parser-Free Virtual Try-On

Melanoma Detection using Adversarial Training and Deep Transfer Learning

Evolving Normalization-Activation Layers

Neural Wireframe Renderer: Learning Wireframe to Image Translations

FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces

Impression Space from Deep Template Network

Inducing Hierarchical Compositional Model by Sparsifying Generator Network

MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks

Image Augmentations for GAN Training

Overview of Surgical Simulation

Pathological Retinal Region Segmentation From OCT Images Using Geometric Relation Based Augmentation

Polarimetric Thermal to Visible Face Verification via Self-Attention Guided Synthesis

Disentangled Representation Learning in Cardiac Image Analysis

Training End-to-end Single Image Generators without GANs

CNN-generated images are surprisingly easy to spot... for now

Learning Generative Models of Tissue Organization with Supervised GANs

Learning Implicit Surface Light Fields

SwapText: Image Based Texts Transfer in Scenes

XGPT: Cross-modal Generative Pre-Training for Image Captioning

Jittering Samples using a kd-Tree Stratification

Quality analysis of DCGAN-generated mammography lesions

Representing text as abstract images enables image classifiers to also simultaneously classify text

A Generative Adversarial Network for AI-Aided Chair Design

On the Role of Receptive Field in Unsupervised Sim-to-Real Image Translation

Instance Segmentation of Visible and Occluded Regions for Finding and Picking Target from a Pile of Objects