Improving Performance of Semantic Segmentation CycleGANs by Noise Injection into the Latent Segmentation Space

17 January 2022

Papers citing "Improving Performance of Semantic Segmentation CycleGANs by Noise Injection into the Latent Segmentation Space"

39 / 39 papers shown

Title
Self-Supervised Domain Mismatch Estimation for Autonomous Perception Jonas Löhdefink Justin Fehrling Marvin Klingner Fabian Hüger Peter Schlicht Nico M. Schmidt Tim Fingscheidt 15 15 0 15 Jun 2020
Steganography GAN: Cracking Steganography with Cycle Generative Adversarial Networks Nibraas Khan Ruj Haan George Boktor Michael Mccomas Ramin Daneshi GAN 16 3 0 07 Jun 2020
Quantization Networks Jiwei Yang Xu Shen Jun Xing Xinmei Tian Houqiang Li Bing Deng Jianqiang Huang Xiansheng Hua MQ 43 339 0 21 Nov 2019
Domain Bridge for Unpaired Image-to-Image Translation and Unsupervised Domain Adaptation Fabio Pizzati Raoul de Charette Michela Zaccaria Pietro Cerri 39 75 0 23 Oct 2019
Revisiting CycleGAN for semi-supervised segmentation A. Mondal Aniket Agarwal Jose Dolz Christian Desrosiers GAN 36 33 0 30 Aug 2019
Heard More Than Heard: An Audio Steganography Method Based on GAN Dengpan Ye Shunzhi Jiang Jiaqing Huang 18 17 0 11 Jul 2019
Recent Advances of Image Steganography with Generative Adversarial Networks Jia-Wei Liu Yan Ke Yu-Zhou Lei Zhuo Zhang Jun Li Peng Luo Minqing Zhang Xiaoyuan Yang GAN 70 69 0 18 Jun 2019
Towards Corner Case Detection for Autonomous Driving Jan-Aike Termöhlen Andreas Bär Daniel Lipinski Tim Fingscheidt AAML 29 95 0 25 Feb 2019
Learned Video Compression Oren Rippel Sanjay Nair Carissa Lew Steve Branson Alexander G. Anderson Lubomir D. Bourdev 36 228 0 16 Nov 2018
Generative Adversarial Networks for Extreme Learned Image Compression E. Agustsson Michael Tschannen Fabian Mentzer Radu Timofte Luc Van Gool GAN 44 558 0 09 Apr 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 66 13,005 0 07 Feb 2018
CycleGAN, a Master of Steganography Casey Chu A. Zhmoginov Mark Sandler GAN 34 212 0 08 Dec 2017
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs Samuel Rota Buló Lorenzo Porzi Peter Kontschieder 35 356 0 07 Dec 2017
NIMA: Neural Image Assessment Hossein Talebi P. Milanfar 3DH 47 892 0 15 Sep 2017
MemNet: A Persistent Memory Network for Image Restoration Ying Tai Jian Yang Xiaoming Liu Chunyan Xu SupR 83 1,537 0 07 Aug 2017
Real-Time Adaptive Image Compression Oren Rippel Lubomir D. Bourdev 29 560 0 16 May 2017
Learning Deep CNN Denoiser Prior for Image Restoration Peng Sun W. Zuo Shuhang Gu Lei Zhang SupR 106 1,839 0 11 Apr 2017
A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction Jo Schlemper Jose Caballero Joseph V. Hajnal Anthony N. Price Daniel Rueckert 49 1,123 0 08 Apr 2017
Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations E. Agustsson Fabian Mentzer Michael Tschannen Lukas Cavigelli Radu Timofte Luca Benini Luc Van Gool MQ 36 481 0 03 Apr 2017
Generative Compression Shibani Santurkar David Budden Nir Shavit VGen DiffM GAN 73 189 0 04 Mar 2017
Lossy Image Compression with Compressive Autoencoders Lucas Theis Wenzhe Shi Andrew Cunningham Ferenc Huszár 50 1,050 0 01 Mar 2017
Wasserstein GAN Martín Arjovsky Soumith Chintala Léon Bottou GAN 99 4,817 0 26 Jan 2017
Learning from Simulated and Unsupervised Images through Adversarial Training A. Shrivastava Tomas Pfister Oncel Tuzel J. Susskind Wenda Wang Russ Webb GAN 60 1,800 0 22 Dec 2016
Learning a No-Reference Quality Metric for Single-Image Super-Resolution Chao Ma Chih-Yuan Yang Xiaokang Yang Ming-Hsuan Yang SupR 15 509 0 18 Dec 2016
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 187 11,941 0 04 Dec 2016
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 247 19,560 0 21 Nov 2016
Least Squares Generative Adversarial Networks Xudong Mao Qing Li Haoran Xie Raymond Y. K. Lau Zhen Wang Stephen Paul Smolley GAN 198 4,554 0 13 Nov 2016
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 578 14,454 0 07 Oct 2016
Energy-based Generative Adversarial Network Jiaqi Zhao Michaël Mathieu Yann LeCun GAN 107 1,112 0 11 Sep 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 129 18,136 0 02 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 209 37,704 0 20 May 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 405 11,540 0 06 Apr 2016
Variable Rate Image Compression with Recurrent Neural Networks G. Toderici Sean M. O'Malley S. Hwang Damien Vincent David C. Minnen S. Baluja Michele Covell Rahul Sukthankar 44 670 0 19 Nov 2015
Learning Deconvolution Network for Semantic Segmentation Hyeonwoo Noh Seunghoon Hong Bohyung Han SSeg 126 4,166 0 17 May 2015
Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 58 4,882 0 22 Dec 2014
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 262 149,474 0 22 Dec 2014
Conditional Generative Adversarial Nets M. Berk Mirza Simon Osindero GAN SyDa AI4CE 178 10,365 0 06 Nov 2014
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 99 15,825 0 12 Nov 2013
Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation Yoshua Bengio Nicholas Léonard Aaron Courville 235 3,099 0 15 Aug 2013