图像生成 - arXivDaily 专题

2101.05661 2021-01-15 cs.LG cs.CV cs.SE 57%

A Pipeline for Vision-Based On-Orbit Proximity Operations Using Deep Learning and Synthetic Imagery

Carson Schubert, Kevin Black, Daniel Fonseka, Abhimanyu Dhir, Jacob Deutsch, Nihal Dhamani, Gavin Martin, Maruthi Akella

专题命中可控生成：image generation(abstract)；分类 cs.CV

Comments Accepted to IEEE Aerospace Conference 2021. 14 pages, 11 figures

2007.03898 2021-01-11 stat.ML cs.CV cs.LG 57%

NVAE: A Deep Hierarchical Variational Autoencoder

Arash Vahdat, Jan Kautz

专题命中可控生成：image generation(abstract)；分类 cs.CV

Comments Neural Information Processing Systems (NeurIPS) 2020 (spotlight)

2012.11856 2020-12-23 cs.CV 57%

GuidedStyle: Attribute Knowledge Guided Style Manipulation for Semantic Face Editing

Xianxu Hou, Xiaokang Zhang, Linlin Shen, Zhihui Lai, Jun Wan

专题命中可控生成：image generation(abstract)；分类 cs.CV

2012.10704 2020-12-22 cs.CV 57%

Self-supervised monocular depth estimation from oblique UAV videos

Logambal Madhuanand, Francesco Nex, Michael Ying Yang

专题命中可控生成：image generation(abstract)；分类 cs.CV

Comments Submitted to ISPRS Journal of Photogrammetry and Remote Sensing

2006.03642 2020-12-22 cs.CV 57%

RIT-Eyes: Rendering of near-eye images for eye-tracking applications

Nitinraj Nair, Rakshit Kothari, Aayush K. Chaudhary, Zhizhuo Yang, Gabriel J. Diaz, Jeff B. Pelz, Reynold J. Bailey

专题命中可控生成：image generation(abstract)；分类 cs.CV

2012.08803 2020-12-17 cs.CV 57%

Latent Space Conditioning on Generative Adversarial Networks

Ricard Durall, Kalun Ho, Franz-Josef Pfreundt, Janis Keuper

专题命中可控生成：image generation(abstract)；分类 cs.CV

2012.06940 2020-12-15 cs.CV 57%

Human Pose Transfer by Adaptive Hierarchical Deformation

Jinsong Zhang, Xingzi Liu, Kun Li

专题命中可控生成：image generation(abstract)；分类 cs.CV

Comments 13 pages, 10 figures. Code is available at https://github.com/Zhangjinso/PINet_PG

Journal ref Computer Graphics Forum (2020), Volume 39, Issue 7

2012.04733 2020-12-10 cs.CV 57%

CARAFE++: Unified Content-Aware ReAssembly of FEatures

Jiaqi Wang, Kai Chen, Rui Xu, Ziwei Liu, Chen Change Loy, Dahua Lin

专题命中可控生成：inpainting(abstract)；分类 cs.CV

Comments Technical Report. Extended journal version of the conference paper that appeared as arXiv:1905.02188

2001.07791 2020-12-03 cs.CV 57%

Depth Completion Using a View-constrained Deep Prior

Pallabi Ghosh, Vibhav Vineet, Larry S. Davis, Abhinav Shrivastava, Sudipta Sinha, Neel Joshi

专题命中可控生成：inpainting(abstract)；分类 cs.CV

2003.03461 2020-11-30 cs.CV cs.LG 57%

Semi-Supervised StyleGAN for Disentanglement Learning

Weili Nie, Tero Karras, Animesh Garg, Shoubhik Debnath, Anjul Patney, Ankit B. Patel, Anima Anandkumar

专题命中可控生成：image editing(abstract)；分类 cs.CV

Comments ICML 2020, 21 pages. Project page: https://sites.google.com/nvidia.com/semi-stylegan

2011.08026 2020-11-17 cs.CV cs.LG 57%

Cycle-Consistent Generative Rendering for 2D-3D Modality Translation

Tristan Aumentado-Armstrong, Alex Levinshtein, Stavros Tsogkas, Konstantinos G. Derpanis, Allan D. Jepson

专题命中可控生成：image generation(abstract)；分类 cs.CV

Comments 3DV 2020 (oral). Project page: https://ttaa9.github.io/genren/

2011.05621 2020-11-13 cs.CV 57%

Scribble-Supervised Semantic Segmentation by Random Walk on Neural Representation and Self-Supervision on Neural Eigenspace

Zhiyi Pan, Peng Jiang, Changhe Tu

专题命中可控生成：diffusion(abstract)；分类 cs.CV

2011.00784 2020-11-03 cs.CV 57%

Context-based Image Segment Labeling (CBISL)

Tobias Schlagenhauf, Yefeng Xia, Jürgen Fleischer

专题命中可控生成：inpainting(abstract)；分类 cs.CV

Comments 11 pages, 4 figures

1912.06112 2020-10-28 cs.CV cs.LG eess.IV 57%

Unified Generative Adversarial Networks for Controllable Image-to-Image Translation

Hao Tang, Hong Liu, Nicu Sebe

专题命中可控生成：image generation(abstract)；分类 cs.CV

Comments Accepted to TIP, an extended version of a paper published in ACM MM 2018. arXiv admin note: substantial text overlap with arXiv:1808.04859

1911.09058 2020-10-23 cs.CV cs.CR cs.LG stat.ML 57%

Fine-grained Synthesis of Unrestricted Adversarial Examples

Omid Poursaeed, Tianxing Jiang, Yordanos Goshu, Harry Yang, Serge Belongie, Ser-Nam Lim

专题命中可控生成：image generation(abstract)；分类 cs.CV

1905.11574 2020-10-22 cs.CV cs.LG 57%

JGAN: A Joint Formulation of GAN for Synthesizing Images and Labels

Minje Park

专题命中可控生成：image generation(abstract)；分类 cs.CV

Comments To be published in IEEE Access

2010.07646 2020-10-16 cs.CV cs.RO 57%

Empty Cities: a Dynamic-Object-Invariant Space for Visual SLAM

Berta Bescos, Cesar Cadena, Jose Neira

专题命中可控生成：inpainting(abstract)；分类 cs.CV

2007.01151 2020-10-15 cs.CV 57%

JUMPS: Joints Upsampling Method for Pose Sequences

Lucas Mourot, François Le Clerc, Cédric Thébault, Pierre Hellier

专题命中可控生成：inpainting(abstract)；分类 cs.CV

Comments 8 pages, 7 figures, 2 tables

2010.05655 2020-10-13 cs.GR 57%

Intuitive Facial Animation Editing Based On A Generative RNN Framework

Eloïse Berson, Catherine Soladié, Nicolas Stoiber

专题命中可控生成：inpainting(abstract)；分类 cs.GR

Journal ref Computer Graphics Forum 2020

2010.00947 2020-10-05 cs.CV 57%

MGD-GAN: Text-to-Pedestrian generation through Multi-Grained Discrimination

Shengyu Zhang, Donghui Wang, Zhou Zhao, Siliang Tang, Di Xie, Fei Wu

专题命中可控生成：image generation(abstract)；分类 cs.CV

Comments 8 pages, 6 figures

2008.03633 2020-09-29 cs.CV eess.IV 57%

Forget About the LiDAR: Self-Supervised Depth Estimators with MED Probability Volumes

Juan Luis Gonzalez, Munchurl Kim

专题命中可控生成：image synthesis(abstract)；分类 cs.CV

Comments Accepted to NeurIPS2020

2009.08849 2020-09-21 cs.CV 57%

Synthetic Convolutional Features for Improved Semantic Segmentation

Yang He, Bernt Schiele, Mario Fritz

专题命中可控生成：image synthesis(abstract)；分类 cs.CV

Comments ECCV 2020 Workshop on Assistive Computer Vision and Robotics

2008.04095 2020-09-14 cs.CV 57%

Fighting Deepfake by Exposing the Convolutional Traces on Images

Luca Guarnera, Oliver Giudice, Sebastiano Battiato

专题命中可控生成：image generation(abstract)；分类 cs.CV

Comments arXiv admin note: text overlap with arXiv:2004.10448

Journal ref IEEE Access 2020

2009.04065 2020-09-10 cs.CV 57%

View-consistent 4D Light Field Depth Estimation

Numair Khan, Min H. Kim, James Tompkin

专题命中可控生成：diffusion(abstract)；分类 cs.CV

Comments BMVC 2020

2003.08440 2020-09-09 cs.CV 57%

Synthesize then Compare: Detecting Failures and Anomalies for Semantic Segmentation

Yingda Xia, Yi Zhang, Fengze Liu, Wei Shen, Alan Yuille

专题命中可控生成：image synthesis(abstract)；分类 cs.CV

Comments ECCV 2020 Oral. The first two authors contributed equally to this work. Code available at https://github.com/YingdaXia/SynthCP

2008.10598 2020-08-25 cs.CV 57%

Semantic View Synthesis

Hsin-Ping Huang, Hung-Yu Tseng, Hsin-Ying Lee, Jia-Bin Huang

专题命中可控生成：image synthesis(abstract)；分类 cs.CV

Comments ECCV 2020. Project: https://hhsinping.github.io/svs/index.html Colab: https://colab.research.google.com/drive/1iT5PfK7zl1quAOwC227GfBjieFMVHjI5

1912.07183 2020-08-25 cs.CV 57%

MTRNet++: One-stage Mask-based Scene Text Eraser

Osman Tursun, Simon Denman, Rui Zeng, Sabesan Sivapalan, Sridha Sridharan, Clinton Fookes

专题命中可控生成：inpainting(abstract)；分类 cs.CV

Comments This paper is under CVIU review (after major revision)

2008.06048 2020-08-24 cs.SD cs.LG cs.MM 57%

MMM : Exploring Conditional Multi-Track Music Generation with the Transformer

Jeff Ens, Philippe Pasquier

专题命中可控生成：inpainting(abstract)；分类 cs.MM

2008.08145 2020-08-20 cs.CV 57%

Category Level Object Pose Estimation via Neural Analysis-by-Synthesis

Xu Chen, Zijian Dong, Jie Song, Andreas Geiger, Otmar Hilliges

专题命中可控生成：image synthesis(abstract)；分类 cs.CV

2008.04690 2020-08-12 eess.IV cs.CV 57%

Implanting Synthetic Lesions for Improving Liver Lesion Segmentation in CT Exams

Dario Augusto Borges Oliveira

专题命中可控生成：image synthesis(abstract)；分类 cs.CV

1. 可控生成 4236 篇

A Pipeline for Vision-Based On-Orbit Proximity Operations Using Deep Learning and Synthetic Imagery

NVAE: A Deep Hierarchical Variational Autoencoder

GuidedStyle: Attribute Knowledge Guided Style Manipulation for Semantic Face Editing

Self-supervised monocular depth estimation from oblique UAV videos

RIT-Eyes: Rendering of near-eye images for eye-tracking applications

Latent Space Conditioning on Generative Adversarial Networks

Human Pose Transfer by Adaptive Hierarchical Deformation

CARAFE++: Unified Content-Aware ReAssembly of FEatures

Depth Completion Using a View-constrained Deep Prior

Semi-Supervised StyleGAN for Disentanglement Learning

Cycle-Consistent Generative Rendering for 2D-3D Modality Translation

Scribble-Supervised Semantic Segmentation by Random Walk on Neural Representation and Self-Supervision on Neural Eigenspace

Context-based Image Segment Labeling (CBISL)

Unified Generative Adversarial Networks for Controllable Image-to-Image Translation

Fine-grained Synthesis of Unrestricted Adversarial Examples

JGAN: A Joint Formulation of GAN for Synthesizing Images and Labels

Empty Cities: a Dynamic-Object-Invariant Space for Visual SLAM

JUMPS: Joints Upsampling Method for Pose Sequences

Intuitive Facial Animation Editing Based On A Generative RNN Framework

MGD-GAN: Text-to-Pedestrian generation through Multi-Grained Discrimination

Forget About the LiDAR: Self-Supervised Depth Estimators with MED Probability Volumes

Synthetic Convolutional Features for Improved Semantic Segmentation

Fighting Deepfake by Exposing the Convolutional Traces on Images

View-consistent 4D Light Field Depth Estimation

Synthesize then Compare: Detecting Failures and Anomalies for Semantic Segmentation

Semantic View Synthesis

MTRNet++: One-stage Mask-based Scene Text Eraser

MMM : Exploring Conditional Multi-Track Music Generation with the Transformer

Category Level Object Pose Estimation via Neural Analysis-by-Synthesis

Implanting Synthetic Lesions for Improving Liver Lesion Segmentation in CT Exams