图像生成 - arXivDaily 专题

2104.09762 2021-04-21 cs.CV 57%

Learning Semantic-Aware Dynamics for Video Prediction

Xinzhu Bei, Yanchao Yang, Stefano Soatto

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

Comments Paper accepted at CVPR 2021

2104.05779 2021-04-14 cs.CV 57%

Multi-View Image-to-Image Translation Supervised by 3D Pose

Idit Diamant, Oranit Dror, Hai Victor Habi, Arnon Netzer

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

Comments *equal contribution

2104.00487 2021-04-02 cs.CV cs.AI 57%

Linear Semantics in Generative Adversarial Networks

Jianjin Xu, Changxi Zheng

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

2103.17269 2021-04-01 cs.CV cs.LG 57%

CAMPARI: Camera-Aware Decomposed Generative Neural Radiance Fields

Michael Niemeyer, Andreas Geiger

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

2012.04842 2021-03-30 cs.CV cs.AI 57%

Improving the Fairness of Deep Generative Models without Retraining

Shuhan Tan, Yujun Shen, Bolei Zhou

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

Comments Project page: https://genforce.github.io/fairgen/

2011.11731 2021-03-30 cs.CV 57%

HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms

Mahmoud Afifi, Marcus A. Brubaker, Michael S. Brown

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

Comments CVPR 2021

2103.10571 2021-03-22 cs.CV 57%

Generic Perceptual Loss for Modeling Structured Output Dependencies

Yifan Liu, Hao Chen, Yu Chen, Wei Yin, Chunhua Shen

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

Comments Accepted to Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), 2021

2103.08475 2021-03-16 cs.CV cs.LG 57%

Deep Consensus Learning

Wei Sun, Tianfu Wu

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

Comments Work in progress

2103.06432 2021-03-12 cs.CV cs.RO 57%

Robust 2D/3D Vehicle Parsing in CVIS

Hui Miao, Feixiang Lu, Zongdai Liu, Liangjun Zhang, Dinesh Manocha, Bin Zhou

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

2008.10298 2021-03-12 cs.CV cs.AI cs.LG 57%

CA-GAN: Weakly Supervised Color Aware GAN for Controllable Makeup Transfer

Robin Kips, Pietro Gori, Matthieu Perrot, Isabelle Bloch

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

2102.09883 2021-02-22 cs.CV cs.AI 57%

SLPC: a VRNN-based approach for stochastic lidar prediction and completion in autonomous driving

George Eskandar, Alexander Braun, Martin Meinke, Karim Armanious, Bin Yang

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

2101.12378 2021-02-05 cs.CV 57%

NeMo: Neural Mesh Models of Contrastive Features for Robust 3D Pose Estimation

Angtian Wang, Adam Kortylewski, Alan Yuille

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

Comments Accepted by ICLR 2021. Code is publicly available

2010.09164 2021-01-19 cs.LG cs.AI cs.CV cs.RO 57%

Evidential Sparsification of Multimodal Latent Spaces in Conditional Variational Autoencoders

Masha Itkina, Boris Ivanovic, Ransalu Senanayake, Mykel J. Kochenderfer, Marco Pavone

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

Comments 21 pages, 15 figures, 34th Conference on Neural Information Processing Systems (NeurIPS 2020)

2008.04149 2021-01-19 cs.CV 57%

Deep Sketch-guided Cartoon Video Inbetweening

Xiaoyu Li, Bo Zhang, Jing Liao, Pedro V. Sander

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

Comments 15 pages, 16 figures

2101.06468 2021-01-19 eess.IV cs.CV 57%

Adversarial cycle-consistent synthesis of cerebral microbleeds for data augmentation

Khrystyna Faryna, Kevin Koschmieder, Marcella M. Paul, Thomas van den Heuvel, Anke van der Eerden, Rashindra Manniesing, Bram van Ginneken

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

Comments Accepted in Medical Imaging meets NIPS Workshop, NIPS 2020

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

1. 可控生成 4216 篇

Learning Semantic-Aware Dynamics for Video Prediction

Multi-View Image-to-Image Translation Supervised by 3D Pose

Linear Semantics in Generative Adversarial Networks

CAMPARI: Camera-Aware Decomposed Generative Neural Radiance Fields

Improving the Fairness of Deep Generative Models without Retraining

HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms

Generic Perceptual Loss for Modeling Structured Output Dependencies

Deep Consensus Learning

Robust 2D/3D Vehicle Parsing in CVIS

CA-GAN: Weakly Supervised Color Aware GAN for Controllable Makeup Transfer

SLPC: a VRNN-based approach for stochastic lidar prediction and completion in autonomous driving

NeMo: Neural Mesh Models of Contrastive Features for Robust 3D Pose Estimation

Evidential Sparsification of Multimodal Latent Spaces in Conditional Variational Autoencoders

Deep Sketch-guided Cartoon Video Inbetweening

Adversarial cycle-consistent synthesis of cerebral microbleeds for data augmentation

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