图像生成 - arXivDaily 专题

2105.14211 2022-02-22 cs.CV 79%

M6-UFC: Unifying Multi-Modal Controls for Conditional Image Synthesis via Non-Autoregressive Generative Transformers

Zhu Zhang, Jianxin Ma, Chang Zhou, Rui Men, Zhikang Li, Ming Ding, Jie Tang, Jingren Zhou, Hongxia Yang

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

Comments Accepted by NeurIPS21

2111.03481 2021-12-21 cs.CV 79%

Improving Visual Quality of Image Synthesis by A Token-based Generator with Transformers

Yanhong Zeng, Huan Yang, Hongyang Chao, Jianbo Wang, Jianlong Fu

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

Comments NeurIPS 2021

2112.09367 2021-12-20 cs.CV 79%

SuperStyleNet: Deep Image Synthesis with Superpixel Based Style Encoder

Jonghyun Kim, Gen Li, Cheolkon Jung, Joongkyu Kim

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

Comments Accepted to BMVC 2021. Codes are available at https://github.com/BenjaminJonghyun/SuperStyleNet

2110.12823 2021-12-16 eess.IV cs.CV 79%

Raw Bayer Pattern Image Synthesis for Computer Vision-oriented Image Signal Processing Pipeline Design

Wei Zhou, Xiangyu Zhang, Hongyu Wang, Shenghua Gao, Xin Lou

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

Comments 10 pages

2112.05130 2021-12-10 cs.CV 79%

Multimodal Conditional Image Synthesis with Product-of-Experts GANs

Xun Huang, Arun Mallya, Ting-Chun Wang, Ming-Yu Liu

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

2112.04163 2021-12-09 cs.CV 79%

Assessing a Single Image in Reference-Guided Image Synthesis

Jiayi Guo, Chaoqun Du, Jiangshan Wang, Huijuan Huang, Pengfei Wan, Gao Huang

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

Comments Accepted by AAAI 2022

2103.06501 2021-11-29 cs.CV cs.LG 79%

Density-aware Haze Image Synthesis by Self-Supervised Content-Style Disentanglement

Chi Zhang, Zihang Lin, Liheng Xu, Zongliang Li, Wei Tang, Yuehu Liu, Gaofeng Meng, Le Wang, Li Li

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

Comments 21 pages, 19 figures, 6 tables

Journal ref IEEE Transactions on Circuits and Systems for Video Technology

2111.06398 2021-11-15 eess.IV cs.CV 79%

A Multi-attribute Controllable Generative Model for Histopathology Image Synthesis

Jiarong Ye, Yuan Xue, Peter Liu, Richard Zaino, Keith Cheng, Xiaolei Huang

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

Comments MICCAI 2021

2111.00969 2021-11-02 cs.CV cs.AI 79%

Generative Occupancy Fields for 3D Surface-Aware Image Synthesis

Xudong Xu, Xingang Pan, Dahua Lin, Bo Dai

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

Comments Accepted to NeurIPS2021. We propose Generative Occupancy Fields(GOF), a 3D-aware generative model which could synthesize realistic images with 3D consistency and simultaneously learn compact object surfaces

2110.09848 2021-10-20 cs.CV 79%

Self-Supervised Object Detection via Generative Image Synthesis

Siva Karthik Mustikovela, Shalini De Mello, Aayush Prakash, Umar Iqbal, Sifei Liu, Thu Nguyen-Phuoc, Carsten Rother, Jan Kautz

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

2109.06163 2021-10-12 cs.CV 79%

On the Sins of Image Synthesis Loss for Self-supervised Depth Estimation

Zhaoshuo Li, Nathan Drenkow, Hao Ding, Andy S. Ding, Alexander Lu, Francis X. Creighton, Russell H. Taylor, Mathias Unberath

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

Comments preprint

2109.14715 2021-10-01 cs.CV 79%

USIS: Unsupervised Semantic Image Synthesis

George Eskandar, Mohamed Abdelsamad, Karim Armanious, Bin Yang

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

2109.09004 2021-09-21 eess.IV cs.CV 79%

Random Multi-Channel Image Synthesis for Multiplexed Immunofluorescence Imaging

Shunxing Bao, Yucheng Tang, Ho Hin Lee, Riqiang Gao, Sophie Chiron, Ilwoo Lyu, Lori A. Coburn, Keith T. Wilson, Joseph T. Roland, Bennett A. Landman, Yuankai Huo

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

Comments Accepted at the third MICCAI workshop on Computational Pathology (COMPAY 2021)

2105.02835 2021-09-15 eess.IV cs.CV 79%

Deep Learning based Multi-modal Computing with Feature Disentanglement for MRI Image Synthesis

Yuchen Fei, Bo Zhan, Mei Hong, Xi Wu, Jiliu Zhou, Yan Wang

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

2104.04767 2021-09-13 cs.CV eess.IV 79%

MobileStyleGAN: A Lightweight Convolutional Neural Network for High-Fidelity Image Synthesis

Sergei Belousov

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

2108.10031 2021-08-25 cs.CV 79%

Realistic Image Synthesis with Configurable 3D Scene Layouts

Jaebong Jeong, Janghun Jo, Jingdong Wang, Sunghyun Cho, Jaesik Park

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

Comments paper: 9 pages, supplementary materials: 7 pages

2003.00826 2021-07-29 cs.CV cs.LG stat.ML 79%

Realistic River Image Synthesis using Deep Generative Adversarial Networks

Akshat Gautam, Muhammed Sit, Ibrahim Demir

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

2106.10230 2021-06-21 eess.IV cs.CV 79%

CT Image Synthesis Using Weakly Supervised Segmentation and Geometric Inter-Label Relations For COVID Image Analysis

Dwarikanath Mahapatra, Ankur Singh

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

Comments arXiv admin note: substantial text overlap with arXiv:2003.14119; text overlap with arXiv:1908.10555, arXiv:2004.14133 by other authors

2106.09015 2021-06-18 cs.CV cs.LG 79%

Cascading Modular Network (CAM-Net) for Multimodal Image Synthesis

Shichong Peng, Alireza Moazeni, Ke Li

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

Comments Videos available as ancillary files

2106.05549 2021-06-11 cs.CV cs.LG 79%

Validation of Simulation-Based Testing: Bypassing Domain Shift with Label-to-Image Synthesis

Julia Rosenzweig, Eduardo Brito, Hans-Ulrich Kobialka, Maram Akila, Nico M. Schmidt, Peter Schlicht, Jan David Schneider, Fabian Hüger, Matthias Rottmann, Sebastian Houben, Tim Wirtz

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

Comments The first two authors contributed equally. Accepted at the 4th Workshop on "Ensuring and Validating Safety for Automated Vehicles" (WS13), IV2021. Under IEEE Copyright

2101.05439 2021-06-08 eess.IV cs.CV 79%

Dual-cycle Constrained Bijective VAE-GAN For Tagged-to-Cine Magnetic Resonance Image Synthesis

Xiaofeng Liu, Fangxu Xing, Jerry L. Prince, Aaron Carass, Maureen Stone, Georges El Fakhri, Jonghye Woo

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

Comments Accepted to IEEE International Symposium on Biomedical Imaging (ISBI) 2021

Journal ref 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)

2101.00265 2021-05-24 cs.CV cs.CL cs.LG 79%

VisualSparta: An Embarrassingly Simple Approach to Large-scale Text-to-Image Search with Weighted Bag-of-words

Xiaopeng Lu, Tiancheng Zhao, Kyusong Lee

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

Comments Accepted to ACL2021 (10 pages)

1902.01522 2021-05-18 cs.CV 79%

Active Image Synthesis for Efficient Labeling

Jialei Chen, Yujia Xie, Kan Wang, Chuck Zhang, Mani A. Vannan, Ben Wang, Zhen Qian

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

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020

2104.13797 2021-04-29 eess.IV cs.CV 79%

Image Synthesis as a Pretext for Unsupervised Histopathological Diagnosis

Dejan Stepec, Danijel Skocaj

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

Comments MICCAI 2020 SASHIMI workshop

2005.11875 2021-04-23 eess.IV cs.CV 79%

Bayesian Conditional GAN for MRI Brain Image Synthesis

Gengyan Zhao, Mary E. Meyerand, Rasmus M. Birn

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

Comments 26 pages, 7 figures

2104.07098 2021-04-16 cs.CV 79%

StEP: Style-based Encoder Pre-training for Multi-modal Image Synthesis

Moustafa Meshry, Yixuan Ren, Larry S Davis, Abhinav Shrivastava

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

Comments IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021

2007.02442 2021-03-31 cs.CV 79%

GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis

Katja Schwarz, Yiyi Liao, Michael Niemeyer, Andreas Geiger

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

Journal ref Advances in Neural Information Processing Systems, NeurIPS 2020

2010.13308 2021-03-30 eess.IV cs.CV 79%

Geometrically Matched Multi-source Microscopic Image Synthesis Using Bidirectional Adversarial Networks

Jun Zhuang, Dali Wang

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

Comments Published in MICAD 2021

2012.04781 2021-03-23 cs.CV cs.LG eess.IV 79%

You Only Need Adversarial Supervision for Semantic Image Synthesis

Vadim Sushko, Edgar Schönfeld, Dan Zhang, Juergen Gall, Bernt Schiele, Anna Khoreva

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

Comments Published at ICLR 2021 (Main Conference). Code repository: https://github.com/boschresearch/OASIS

2102.03503 2021-02-09 cs.CV 79%

Template-Free Try-on Image Synthesis via Semantic-guided Optimization

Chien-Lung Chou, Chieh-Yun Chen, Chia-Wei Hsieh, Hong-Han Shuai, Jiaying Liu, Wen-Huang Cheng

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

Comments Accepted by IEEE TNNLS (2021). 14 pages including 2 pages of reference

1. 文生图 3480 篇

M6-UFC: Unifying Multi-Modal Controls for Conditional Image Synthesis via Non-Autoregressive Generative Transformers

Improving Visual Quality of Image Synthesis by A Token-based Generator with Transformers

SuperStyleNet: Deep Image Synthesis with Superpixel Based Style Encoder

Raw Bayer Pattern Image Synthesis for Computer Vision-oriented Image Signal Processing Pipeline Design

Multimodal Conditional Image Synthesis with Product-of-Experts GANs

Assessing a Single Image in Reference-Guided Image Synthesis

Density-aware Haze Image Synthesis by Self-Supervised Content-Style Disentanglement

A Multi-attribute Controllable Generative Model for Histopathology Image Synthesis

Generative Occupancy Fields for 3D Surface-Aware Image Synthesis

Self-Supervised Object Detection via Generative Image Synthesis

On the Sins of Image Synthesis Loss for Self-supervised Depth Estimation

USIS: Unsupervised Semantic Image Synthesis

Random Multi-Channel Image Synthesis for Multiplexed Immunofluorescence Imaging

Deep Learning based Multi-modal Computing with Feature Disentanglement for MRI Image Synthesis

MobileStyleGAN: A Lightweight Convolutional Neural Network for High-Fidelity Image Synthesis

Realistic Image Synthesis with Configurable 3D Scene Layouts

Realistic River Image Synthesis using Deep Generative Adversarial Networks

CT Image Synthesis Using Weakly Supervised Segmentation and Geometric Inter-Label Relations For COVID Image Analysis

Cascading Modular Network (CAM-Net) for Multimodal Image Synthesis

Validation of Simulation-Based Testing: Bypassing Domain Shift with Label-to-Image Synthesis

Dual-cycle Constrained Bijective VAE-GAN For Tagged-to-Cine Magnetic Resonance Image Synthesis

VisualSparta: An Embarrassingly Simple Approach to Large-scale Text-to-Image Search with Weighted Bag-of-words

Active Image Synthesis for Efficient Labeling

Image Synthesis as a Pretext for Unsupervised Histopathological Diagnosis

Bayesian Conditional GAN for MRI Brain Image Synthesis

StEP: Style-based Encoder Pre-training for Multi-modal Image Synthesis

GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis

Geometrically Matched Multi-source Microscopic Image Synthesis Using Bidirectional Adversarial Networks

You Only Need Adversarial Supervision for Semantic Image Synthesis

Template-Free Try-on Image Synthesis via Semantic-guided Optimization