图像生成 - arXivDaily 专题

2209.14792 2022-09-30 cs.CV cs.AI cs.LG 70%

Make-A-Video: Text-to-Video Generation without Text-Video Data

Uriel Singer, Adam Polyak, Thomas Hayes, Xi Yin, Jie An, Songyang Zhang, Qiyuan Hu, Harry Yang, Oron Ashual, Oran Gafni, Devi Parikh, Sonal Gupta, Yaniv Taigman

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

2208.08104 2022-09-23 cs.CV cs.CL 70%

Understanding Attention for Vision-and-Language Tasks

Feiqi Cao, Soyeon Caren Han, Siqu Long, Changwei Xu, Josiah Poon

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

Comments Accepted in COLING 2022

2205.12512 2022-05-26 cs.CV 70%

Text-to-Face Generation with StyleGAN2

D. M. A. Ayanthi, Sarasi Munasinghe

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

Comments 16 pages, 5 figures, for conference, https://aircconline.com/csit/papers/vol12/csit120805.pdf

Journal ref David C. Wyld et al. (Eds): FCST, CMIT, SE, SIPM, SAIM, SNLP - 2022pp. 49-64, 2022. CS & IT - CSCP 2022 May 21~22, 2022, Zurich, Switzerland

2203.11480 2022-05-03 cs.CV cs.CL 70%

WuDaoMM: A large-scale Multi-Modal Dataset for Pre-training models

Sha Yuan, Shuai Zhao, Jiahong Leng, Zhao Xue, Hanyu Zhao, Peiyu Liu, Zheng Gong, Wayne Xin Zhao, Junyi Li, Jie Tang

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

Comments Some data problems cannot be obtained

2110.02624 2022-05-02 cs.CV cs.AI 70%

CLIP-Forge: Towards Zero-Shot Text-to-Shape Generation

Aditya Sanghi, Hang Chu, Joseph G. Lambourne, Ye Wang, Chin-Yi Cheng, Marco Fumero, Kamal Rahimi Malekshan

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

Comments Accepted by CVPR 2022

2111.11133 2022-04-07 cs.CV cs.CL cs.LG 70%

L-Verse: Bidirectional Generation Between Image and Text

Taehoon Kim, Gwangmo Song, Sihaeng Lee, Sangyun Kim, Yewon Seo, Soonyoung Lee, Seung Hwan Kim, Honglak Lee, Kyunghoon Bae

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

Comments Accepted to CVPR 2022 as Oral Presentation (18 pages, 14 figures, 4 tables)

2204.01099 2022-04-05 cs.CV cs.LG 70%

Adversarially robust segmentation models learn perceptually-aligned gradients

Pedro Sandoval-Segura

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

Comments 12 pages, 3 figures

2203.09052 2022-03-18 cs.CV cs.AI cs.CL 70%

DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training

Luyang Huang, Guocheng Niu, Jiachen Liu, Xinyan Xiao, Hua Wu

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

Comments To appear at Findings of ACL 2022

2202.08376 2022-02-18 cs.LG cs.CV 70%

How to Fill the Optimum Set? Population Gradient Descent with Harmless Diversity

Chengyue Gong, Lemeng Wu, Qiang Liu

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

2111.12417 2021-11-25 cs.CV cs.AI 70%

NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion

Chenfei Wu, Jian Liang, Lei Ji, Fan Yang, Yuejian Fang, Daxin Jiang, Nan Duan

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

2111.01965 2021-11-04 cs.CV 70%

Adversarially Perturbed Wavelet-based Morphed Face Generation

Kelsey O'Haire, Sobhan Soleymani, Baaria Chaudhary, Poorya Aghdaie, Jeremy Dawson, Nasser M. Nasrabadi

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

2110.10834 2021-10-22 cs.CL cs.AI cs.CV cs.LG 70%

Integrating Visuospatial, Linguistic and Commonsense Structure into Story Visualization

Adyasha Maharana, Mohit Bansal

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

Comments EMNLP 2021 (16 pages)

2106.02514 2021-10-19 cs.CV eess.IV 70%

The Image Local Autoregressive Transformer

Chenjie Cao, Yuxin Hong, Xiang Li, Chengrong Wang, Chengming Xu, XiangYang Xue, Yanwei Fu

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

Comments Accepted by NeurIPS2021

2108.11100 2021-10-12 cs.CV cs.LG eess.IV 70%

Multi-Attributed and Structured Text-to-Face Synthesis

Rohan Wadhawan, Tanuj Drall, Shubham Singh, Shampa Chakraverty

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

Comments Accepted by IEEE TEMSMET 2020, Camera Ready Version

2110.00404 2021-10-04 eess.IV cs.CV 70%

Learning of Inter-Label Geometric Relationships Using Self-Supervised Learning: Application To Gleason Grade Segmentation

Dwarikanath Mahapatra

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

Comments arXiv admin note: text overlap with arXiv:2106.10230

2109.11682 2021-09-29 cs.CV cs.AI 70%

Paint4Poem: A Dataset for Artistic Visualization of Classical Chinese Poems

Dan Li, Shuai Wang, Jie Zou, Chang Tian, Elisha Nieuwburg, Fengyuan Sun, Evangelos Kanoulas

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

2109.09120 2021-09-21 cs.CV cs.LG 70%

ComicGAN: Text-to-Comic Generative Adversarial Network

Ben Proven-Bessel, Zilong Zhao, Lydia Chen

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

2108.05884 2021-08-13 cs.CV 70%

Unconditional Scene Graph Generation

Sarthak Garg, Helisa Dhamo, Azade Farshad, Sabrina Musatian, Nassir Navab, Federico Tombari

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

Comments accepted for publication at ICCV 2021

2009.02018 2021-06-29 cs.CV 70%

TiVGAN: Text to Image to Video Generation with Step-by-Step Evolutionary Generator

Doyeon Kim, Donggyu Joo, Junmo Kim

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

Comments IEEE Access

2004.01981 2021-06-02 cs.CL cs.AI cs.CV 70%

Open Domain Dialogue Generation with Latent Images

Ze Yang, Wei Wu, Huang Hu, Can Xu, Wei Wang, Zhoujun Li

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

Comments AAAI2021

2012.15397 2021-01-01 eess.IV cs.CV 70%

FREA-Unet: Frequency-aware U-net for Modality Transfer

Hajar Emami, Qiong Liu, Ming Dong

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

2012.00744 2020-12-03 cs.CV 70%

A Framework and Dataset for Abstract Art Generation via CalligraphyGAN

Jinggang Zhuo, Ling Fan, Harry Jiannan Wang

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

Comments Accepted by NeurIPS 2020 Workshop on Machine Learning for Creativity and Design, Vancouver, Canada

2006.07533 2020-08-18 cs.CV cs.CR cs.LG 70%

FakePolisher: Making DeepFakes More Detection-Evasive by Shallow Reconstruction

Yihao Huang, Felix Juefei-Xu, Run Wang, Qing Guo, Lei Ma, Xiaofei Xie, Jianwen Li, Weikai Miao, Yang Liu, Geguang Pu

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

Comments 9 pages, accepted by ACM MM 2020

2007.13408 2020-08-03 eess.IV cs.CV cs.LG 70%

XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR Images on Anatomically Variable XCAT Phantoms

Sina Amirrajab, Samaneh Abbasi-Sureshjani, Yasmina Al Khalil, Cristian Lorenz, Juergen Weese, Josien Pluim, Marcel Breeuwer

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

Comments Accepted for MICCAI 2020

1911.03977 2020-07-15 cs.AI cs.CL cs.CV cs.LG 70%

Multimodal Intelligence: Representation Learning, Information Fusion, and Applications

Chao Zhang, Zichao Yang, Xiaodong He, Li Deng

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

2002.06661 2020-02-18 cs.CV 70%

Latent Normalizing Flows for Many-to-Many Cross-Domain Mappings

Shweta Mahajan, Iryna Gurevych, Stefan Roth

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

Comments Published as a conference paper at ICLR 2020

1907.02544 2019-11-06 cs.CV cs.LG stat.ML 70%

Large Scale Adversarial Representation Learning

Jeff Donahue, Karen Simonyan

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

Comments 32 pages. In proceedings of NeurIPS 2019. This is the camera-ready version of the paper, with supplementary material included as appendices

1811.09845 2019-09-24 cs.CV 70%

Tell, Draw, and Repeat: Generating and Modifying Images Based on Continual Linguistic Instruction

Alaaeldin El-Nouby, Shikhar Sharma, Hannes Schulz, Devon Hjelm, Layla El Asri, Samira Ebrahimi Kahou, Yoshua Bengio, Graham W. Taylor

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

Comments Accepted at ICCV 2019

Journal ref Proceedings of the 2019 IEEE International Conference on Computer Vision (ICCV)

1908.07094 2019-08-21 cs.CV 70%

Unpaired Image-to-Speech Synthesis with Multimodal Information Bottleneck

Shuang Ma, Daniel McDuff, Yale Song

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

Comments ICCV 2019

1908.03047 2019-08-09 cs.CV 70%

Editing Text in the Wild

Liang Wu, Chengquan Zhang, Jiaming Liu, Junyu Han, Jingtuo Liu, Errui Ding, Xiang Bai

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

Comments accepted by ACM MM 2019

1. 文生图 3480 篇

Make-A-Video: Text-to-Video Generation without Text-Video Data

Understanding Attention for Vision-and-Language Tasks

Text-to-Face Generation with StyleGAN2

WuDaoMM: A large-scale Multi-Modal Dataset for Pre-training models

CLIP-Forge: Towards Zero-Shot Text-to-Shape Generation

L-Verse: Bidirectional Generation Between Image and Text

Adversarially robust segmentation models learn perceptually-aligned gradients

DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training

How to Fill the Optimum Set? Population Gradient Descent with Harmless Diversity

NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion

Adversarially Perturbed Wavelet-based Morphed Face Generation

Integrating Visuospatial, Linguistic and Commonsense Structure into Story Visualization

The Image Local Autoregressive Transformer

Multi-Attributed and Structured Text-to-Face Synthesis

Learning of Inter-Label Geometric Relationships Using Self-Supervised Learning: Application To Gleason Grade Segmentation

Paint4Poem: A Dataset for Artistic Visualization of Classical Chinese Poems

ComicGAN: Text-to-Comic Generative Adversarial Network

Unconditional Scene Graph Generation

TiVGAN: Text to Image to Video Generation with Step-by-Step Evolutionary Generator

Open Domain Dialogue Generation with Latent Images

FREA-Unet: Frequency-aware U-net for Modality Transfer

A Framework and Dataset for Abstract Art Generation via CalligraphyGAN

FakePolisher: Making DeepFakes More Detection-Evasive by Shallow Reconstruction

XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR Images on Anatomically Variable XCAT Phantoms

Multimodal Intelligence: Representation Learning, Information Fusion, and Applications

Latent Normalizing Flows for Many-to-Many Cross-Domain Mappings

Large Scale Adversarial Representation Learning

Tell, Draw, and Repeat: Generating and Modifying Images Based on Continual Linguistic Instruction

Unpaired Image-to-Speech Synthesis with Multimodal Information Bottleneck

Editing Text in the Wild