图像生成 - arXivDaily 专题

2106.08148 2021-06-16 cs.CV 57%

Weakly-Supervised Photo-realistic Texture Generation for 3D Face Reconstruction

Xiangnan Yin, Di Huang, Zehua Fu, Yunhong Wang, Liming Chen

专题命中效率与蒸馏：image generation(abstract)；分类 cs.CV

2106.04566 2021-06-09 cs.CV 57%

Data-Efficient Instance Generation from Instance Discrimination

Ceyuan Yang, Yujun Shen, Yinghao Xu, Bolei Zhou

专题命中效率与蒸馏：image synthesis(abstract)；分类 cs.CV

Comments Technical report

2106.03502 2021-06-09 cs.CV 57%

Efficient training for future video generation based on hierarchical disentangled representation of latent variables

Naoya Fushishita, Antonio Tejero-de-Pablos, Yusuke Mukuta, Tatsuya Harada

专题命中效率与蒸馏：image generation(abstract)；分类 cs.CV

2105.13067 2021-05-28 eess.IV cs.CV 57%

Efficient High-Resolution Image-to-Image Translation using Multi-Scale Gradient U-Net

Kumarapu Laxman, Shiv Ram Dubey, Baddam Kalyan, Satya Raj Vineel Kojjarapu

专题命中效率与蒸馏：image synthesis(abstract)；分类 cs.CV

Comments 12 pages, 6 figurea

2104.09223 2021-04-20 cs.CV 57%

Coarse-to-Fine Searching for Efficient Generative Adversarial Networks

Jiahao Wang, Han Shu, Weihao Xia, Yujiu Yang, Yunhe Wang

专题命中效率与蒸馏：image generation(abstract)；分类 cs.CV

2006.14208 2021-04-07 cs.CV cs.LG 57%

Searching towards Class-Aware Generators for Conditional Generative Adversarial Networks

Peng Zhou, Lingxi Xie, Xiaopeng Zhang, Bingbing Ni, Qi Tian

专题命中效率与蒸馏：image generation(abstract)；分类 cs.CV

Comments Code is available at \url{https://github.com/PeterouZh/NAS_cGAN}

2102.06696 2021-04-01 cs.CV 57%

Efficient Conditional GAN Transfer with Knowledge Propagation across Classes

Mohamad Shahbazi, Zhiwu Huang, Danda Pani Paudel, Ajad Chhatkuli, Luc Van Gool

专题命中效率与蒸馏：image generation(abstract)；分类 cs.CV

Comments The is available at: https://github.com/mshahbazi72/cGANTransfer

2103.07672 2021-03-16 eess.IV cs.CV 57%

Fine-grained MRI Reconstruction using Attentive Selection Generative Adversarial Networks

Jingshuai Liu, Mehrdad Yaghoobi

专题命中效率与蒸馏：image generation(abstract)；分类 cs.CV

Comments 5 pages, 2 figures, 1 table, 22 references

2101.08430 2021-01-22 cs.CV cs.AI 57%

Generative Zero-shot Network Quantization

Xiangyu He, Qinghao Hu, Peisong Wang, Jian Cheng

专题命中效率与蒸馏：image generation(abstract)；分类 cs.CV

Comments Technical report

2011.14289 2020-12-01 cs.CV 57%

Learning geometry-image representation for 3D point cloud generation

Lei Wang, Yuchun Huang, Pengjie Tao, Yaolin Hou, Yuxuan Liu

专题命中效率与蒸馏：image generation(abstract)；分类 cs.CV

2011.12236 2020-11-25 cs.LG cs.CV 57%

Generative Adversarial Stacked Autoencoders

Ariel Ruiz-Garcia, Ibrahim Almakky, Vasile Palade, Luke Hicks

专题命中效率与蒸馏：image generation(abstract)；分类 cs.CV

Comments arXiv admin note: text overlap with arXiv:2007.09790

Journal ref Proceedings of the LatinX in AI Research Workshop at at the 34th Conference on Neural Information Processing Systems (NeurIPS 2020), Vancouver, Canada

2008.02595 2020-11-03 q-bio.NC cs.AI cs.CV stat.AP 57%

Gibbs Sampling with People

Peter M. C. Harrison, Raja Marjieh, Federico Adolfi, Pol van Rijn, Manuel Anglada-Tort, Ofer Tchernichovski, Pauline Larrouy-Maestri, Nori Jacoby

专题命中效率与蒸馏：image synthesis(abstract)；分类 cs.CV

Comments Accepted for oral presentation at NeurIPS 2020

2010.03396 2020-10-13 eess.IV cs.CV cs.LG 57%

Memory-efficient GAN-based Domain Translation of High Resolution 3D Medical Images

Hristina Uzunova, Jan Ehrhardt, Heinz Handels

专题命中效率与蒸馏：image generation(abstract)；分类 cs.CV

Comments Accepted for Computerized Medical Imaging and Graphics

2007.09180 2020-07-21 cs.CV 57%

Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search

Yuan Tian, Qin Wang, Zhiwu Huang, Wen Li, Dengxin Dai, Minghao Yang, Jun Wang, Olga Fink

专题命中效率与蒸馏：image generation(abstract)；分类 cs.CV

Comments To appear in ECCV 2020

2004.02088 2020-07-16 cs.LG cs.CV stat.ML 57%

Feature Quantization Improves GAN Training

Yang Zhao, Chunyuan Li, Ping Yu, Jianfeng Gao, Changyou Chen

专题命中效率与蒸馏：image generation(abstract)；分类 cs.CV

Comments The first two authors contributed equally to this manuscript. ICML 2020. Code: https://github.com/YangNaruto/FQ-GAN

2004.09199 2020-04-21 cs.CV cs.LG 57%

Generative Feature Replay For Class-Incremental Learning

Xialei Liu, Chenshen Wu, Mikel Menta, Luis Herranz, Bogdan Raducanu, Andrew D. Bagdanov, Shangling Jui, Joost van de Weijer

专题命中效率与蒸馏：image generation(abstract)；分类 cs.CV

Comments Accepted at CVPR2020: Workshop on Continual Learning in Computer Vision

2004.09136 2020-04-21 cs.GR cs.CG 57%

Robust and efficient tool path generation for poor-quality triangular mesh surface machining

Qiang Zou

专题命中效率与蒸馏：diffusion(abstract)；分类 cs.GR

Comments 10 pages, 9 figures, Under journal review

1909.11286 2020-02-26 cs.CV cs.LG eess.IV 57%

Stochastic Conditional Generative Networks with Basis Decomposition

Ze Wang, Xiuyuan Cheng, Guillermo Sapiro, Qiang Qiu

专题命中效率与蒸馏：image generation(abstract)；分类 cs.CV

Comments Published as a conference paper at ICLR 2020

1912.10920 2020-02-19 cs.CV eess.IV 57%

RPGAN: GANs Interpretability via Random Routing

Andrey Voynov, Artem Babenko

专题命中效率与蒸馏：image generation(abstract)；分类 cs.CV

1912.09026 2019-12-21 cs.LG cs.CV stat.ML 57%

Bounded Manifold Completion

Kelum Gajamannage, Randy Paffenroth

专题命中效率与蒸馏：inpainting(abstract)；分类 cs.CV

Comments 12 pages, 7 figures, submitted to Pattern Recognition Journal

1812.10836 2019-12-17 cs.CV 57%

Adaptive Image Sampling using Deep Learning and its Application on X-Ray Fluorescence Image Reconstruction

Qiqin Dai, Henry Chopp, Emeline Pouyet, Oliver Cossairt, Marc Walton, Aggelos K. Katsaggelos

专题命中效率与蒸馏：inpainting(abstract)；分类 cs.CV

Comments journal preprint v3

1912.03978 2019-12-10 cs.LG cs.CV stat.ML 57%

InfoCNF: An Efficient Conditional Continuous Normalizing Flow with Adaptive Solvers

Tan M. Nguyen, Animesh Garg, Richard G. Baraniuk, Anima Anandkumar

专题命中效率与蒸馏：image generation(abstract)；分类 cs.CV

Comments 17 pages, 14 figures, 2 tables

1910.08967 2019-10-24 cs.LG cs.CV stat.ML 57%

Image Difficulty Curriculum for Generative Adversarial Networks (CuGAN)

Petru Soviany, Claudiu Ardei, Radu Tudor Ionescu, Marius Leordeanu

专题命中效率与蒸馏：image generation(abstract)；分类 cs.CV

Comments Accepted at WACV 2020

1910.05986 2019-10-15 cs.CV 57%

An Efficient Tensor Completion Method via New Latent Nuclear Norm

Jinshi Yu, Weijun Sun, Yuning Qiu, Shengli Xie

专题命中效率与蒸馏：inpainting(abstract)；分类 cs.CV

1804.10531 2019-07-23 cs.MM cs.CR 57%

Generative Steganography by Sampling

Zhuo Zhang, Jia Liu, Yan Ke, Yu Lei, Jun Li, Minqing Zhang, Xiaoyuan Yang

专题命中效率与蒸馏：inpainting(abstract)；分类 cs.MM

1906.00446 2019-06-04 cs.LG cs.CV stat.ML 57%

Generating Diverse High-Fidelity Images with VQ-VAE-2

Ali Razavi, Aaron van den Oord, Oriol Vinyals

专题命中效率与蒸馏：image generation(abstract)；分类 cs.CV

1905.09400 2019-05-24 cs.CV 57%

AttentionRNN: A Structured Spatial Attention Mechanism

Siddhesh Khandelwal, Leonid Sigal

专题命中效率与蒸馏：image generation(abstract)；分类 cs.CV

1904.09763 2019-05-06 cs.CV 57%

Water-Filling: An Efficient Algorithm for Digitized Document Shadow Removal

Seungjun Jung, Muhammad Abul Hasan, Changick Kim

专题命中效率与蒸馏：diffusion(abstract)；分类 cs.CV

Comments Accepted at Asian Conference on Computer Vision (2018)

1812.09916 2019-02-11 cs.LG cs.CV stat.ML 57%

Improving MMD-GAN Training with Repulsive Loss Function

Wei Wang, Yuan Sun, Saman Halgamuge

专题命中效率与蒸馏：image generation(abstract)；分类 cs.CV

Comments Published as a conference paper at ICLR 2019

1810.01367 2018-10-23 cs.LG cs.CV stat.ML 57%

FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models

Will Grathwohl, Ricky T. Q. Chen, Jesse Bettencourt, Ilya Sutskever, David Duvenaud

专题命中效率与蒸馏：image generation(abstract)；分类 cs.CV

Comments 8 Pages, 6 figures

1. 效率与蒸馏 2542 篇

Weakly-Supervised Photo-realistic Texture Generation for 3D Face Reconstruction

Data-Efficient Instance Generation from Instance Discrimination

Efficient training for future video generation based on hierarchical disentangled representation of latent variables

Efficient High-Resolution Image-to-Image Translation using Multi-Scale Gradient U-Net

Coarse-to-Fine Searching for Efficient Generative Adversarial Networks

Searching towards Class-Aware Generators for Conditional Generative Adversarial Networks

Efficient Conditional GAN Transfer with Knowledge Propagation across Classes

Fine-grained MRI Reconstruction using Attentive Selection Generative Adversarial Networks

Generative Zero-shot Network Quantization

Learning geometry-image representation for 3D point cloud generation

Generative Adversarial Stacked Autoencoders

Gibbs Sampling with People

Memory-efficient GAN-based Domain Translation of High Resolution 3D Medical Images

Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search

Feature Quantization Improves GAN Training

Generative Feature Replay For Class-Incremental Learning

Robust and efficient tool path generation for poor-quality triangular mesh surface machining

Stochastic Conditional Generative Networks with Basis Decomposition

RPGAN: GANs Interpretability via Random Routing

Bounded Manifold Completion

Adaptive Image Sampling using Deep Learning and its Application on X-Ray Fluorescence Image Reconstruction

InfoCNF: An Efficient Conditional Continuous Normalizing Flow with Adaptive Solvers

Image Difficulty Curriculum for Generative Adversarial Networks (CuGAN)

An Efficient Tensor Completion Method via New Latent Nuclear Norm

Generative Steganography by Sampling

Generating Diverse High-Fidelity Images with VQ-VAE-2

AttentionRNN: A Structured Spatial Attention Mechanism

Water-Filling: An Efficient Algorithm for Digitized Document Shadow Removal

Improving MMD-GAN Training with Repulsive Loss Function

FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models