图像生成 - arXivDaily 专题

2011.05719 2020-11-12 cs.CV 57%

Learning from THEODORE: A Synthetic Omnidirectional Top-View Indoor Dataset for Deep Transfer Learning

Tobias Scheck, Roman Seidel, Gangolf Hirtz

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

Comments Paper accepted in WACV 2020

2011.05421 2020-11-12 cs.CV cs.LG 57%

Using GANs to Synthesise Minimum Training Data for Deepfake Generation

Simranjeet Singh, Rajneesh Sharma, Alan F. Smeaton

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

Comments 13 pages, 6 figures, 2 tables, appears in Proceedings of 28th Irish Conference on Artificial Intelligence and Cognitive Science AICS2020, December 2020

2010.05713 2020-10-28 cs.CV 57%

Unsupervised Image-to-Image Translation via Pre-trained StyleGAN2 Network

Jialu Huang, Jing Liao, Sam Kwong

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

Comments 2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

2010.11943 2020-10-23 cs.CV 57%

Few-Shot Adaptation of Generative Adversarial Networks

Esther Robb, Wen-Sheng Chu, Abhishek Kumar, Jia-Bin Huang

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

2010.10266 2020-10-21 eess.IV cs.CV cs.LG 57%

Synthesis of COVID-19 Chest X-rays using Unpaired Image-to-Image Translation

Hasib Zunair, A. Ben Hamza

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

2008.09697 2020-09-29 cs.CV 57%

Perceptual underwater image enhancement with deep learning and physical priors

Long Chen, Zheheng Jiang, Lei Tong, Zhihua Liu, Aite Zhao, Qianni Zhang, Junyu Dong, Huiyu Zhou

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

2009.09343 2020-09-22 cs.CV 57%

Dual-path CNN with Max Gated block for Text-Based Person Re-identification

Tinghuai Ma, Mingming Yang, Huan Rong, Yurong Qian, Yurong Qian, Yuan Tian, NajlaAl-Nabhan

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

2006.07606 2020-09-21 cs.CV 57%

Faces à la Carte: Text-to-Face Generation via Attribute Disentanglement

Tianren Wang, Teng Zhang, Brian Lovell

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

Comments 8 pages, 4 figures

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

1. 文生图 3490 篇

Learning from THEODORE: A Synthetic Omnidirectional Top-View Indoor Dataset for Deep Transfer Learning

Using GANs to Synthesise Minimum Training Data for Deepfake Generation

Unsupervised Image-to-Image Translation via Pre-trained StyleGAN2 Network

Few-Shot Adaptation of Generative Adversarial Networks

Synthesis of COVID-19 Chest X-rays using Unpaired Image-to-Image Translation

Perceptual underwater image enhancement with deep learning and physical priors

Dual-path CNN with Max Gated block for Text-Based Person Re-identification

Faces à la Carte: Text-to-Face Generation via Attribute Disentanglement

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