Semantic Segmentation using Adversarial Networks

25 November 2016

Papers citing "Semantic Segmentation using Adversarial Networks"

46 / 96 papers shown

Title
Semi-Supervised Adversarial Monocular Depth Estimation Rongrong Ji Ke Li Yan Wang Xiaoshuai Sun Feng Guo Xiaowei Guo Yongjian Wu Feiyue Huang Jiebo Luo GAN MDE 22 47 0 06 Aug 2019
Toward Simulating Environments in Reinforcement Learning Based Recommendations Xiangyu Zhao Long Xia Zhuoye Ding Dawei Yin Jiliang Tang 30 25 0 27 Jun 2019
PAN: Projective Adversarial Network for Medical Image Segmentation Naji Khosravan Aliasghar Mortazi Michael B. Wallace Ulas Bagci SSeg GAN MedIm 13 31 0 11 Jun 2019
Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy Zhengwei Wang Qi She T. Ward MedIm EGVM 29 90 0 04 Jun 2019
SEMEDA: Enhancing Segmentation Precision with Semantic Edge Aware Loss Yifu Chen Arnaud Dapogny Matthieu Cord SSeg 24 24 0 06 May 2019
Student Becoming the Master: Knowledge Amalgamation for Joint Scene Parsing, Depth Estimation, and More Jingwen Ye Yixin Ji Xinchao Wang Kairi Ou Dapeng Tao Xiuming Zhang MoMe 24 75 0 23 Apr 2019
Deep Co-Training for Semi-Supervised Image Segmentation Jizong Peng Guillermo Estrada M. Pedersoli Christian Desrosiers 37 179 0 27 Mar 2019
Structured Knowledge Distillation for Dense Prediction Yifan Liu Chris Liu Jingdong Wang Zhenbo Luo 27 576 0 11 Mar 2019
GAN- vs. JPEG2000 Image Compression for Distributed Automotive Perception: Higher Peak SNR Does Not Mean Better Semantic Segmentation Jonas Löhdefink Andreas Bär Nico M. Schmidt Fabian Hüger Peter Schlicht Tim Fingscheidt 29 15 0 12 Feb 2019
Semi-Supervised and Task-Driven Data Augmentation K. Chaitanya Neerav Karani Christian F. Baumgartner O. Donati Anton S. Becker E. Konukoglu MedIm 18 142 0 11 Feb 2019
CSGAN: Cyclic-Synthesized Generative Adversarial Networks for Image-to-Image Transformation Kancharagunta Kishan Babu S. Dubey GAN 32 56 0 11 Jan 2019
LGAN: Lung Segmentation in CT Scans Using Generative Adversarial Network Jiaxing Tan Longlong Jing Yumei Huo Yingli Tian O. Akin GAN MedIm 17 63 0 11 Jan 2019
Segmentation Guided Image-to-Image Translation with Adversarial Networks Songyao Jiang Zhiqiang Tao Y. Fu GAN 19 24 0 06 Jan 2019
Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review Generation Cristina Garbacea Samuel Carton Shiyan Yan Qiaozhu Mei ELM 25 29 0 02 Jan 2019
Future semantic segmentation of time-lapsed videos with large temporal displacement Talha Ahmad Siddiqui Samarth Bharadwaj 16 0 0 27 Dec 2018
Face Completion with Semantic Knowledge and Collaborative Adversarial Learning Haofu Liao G. Funka-Lea Yefeng Zheng Jiebo Luo S. Kevin Zhou GAN CVBM 38 25 0 08 Dec 2018
SUSAN: Segment Unannotated image Structure using Adversarial Network Fang Liu GAN MedIm 44 56 0 03 Dec 2018
Towards Accurate Generative Models of Video: A New Metric & Challenges Thomas Unterthiner Sjoerd van Steenkiste Karol Kurach Raphaël Marinier Marcin Michalski Sylvain Gelly EGVM VGen 27 691 0 03 Dec 2018
Splenomegaly Segmentation on Multi-modal MRI using Deep Convolutional Networks Yuankai Huo Zhoubing Xu Shunxing Bao Camilo Bermudez Hyeonsoo Moon ... T. Moyo M. Savona A. Assad R. Abramson Bennett A. Landman 37 46 0 09 Nov 2018
Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning Arnab Kumar Mondal Jose Dolz Christian Desrosiers GAN MedIm 43 118 0 29 Oct 2018
Learning Discriminators as Energy Networks in Adversarial Learning Pingbo Pan Yan Yan Tianbao Yang Yi Yang 19 1 0 02 Oct 2018
Rethinking Monocular Depth Estimation with Adversarial Training Richard J. Chen Faisal Mahmood Alan Yuille Nicholas J. Durr GAN MDE 28 44 0 22 Aug 2018
Leveraging Uncertainty Estimates for Predicting Segmentation Quality Terrance Devries Graham W. Taylor UQCV 27 114 0 02 Jul 2018
EL-GAN: Embedding Loss Driven Generative Adversarial Networks for Lane Detection Mohsen Ghafoorian C. Nugteren N. Baka Olaf Booij M. Hofmann GAN 21 198 0 14 Jun 2018
Keep it Unreal: Bridging the Realism Gap for 2.5D Recognition with Geometry Priors Only Sergey Zakharov Benjamin Planche Ziyan Wu Andreas Hutter H. Kosch Slobodan Ilic 27 23 0 24 Apr 2018
Monocular Semantic Occupancy Grid Mapping with Convolutional Variational Encoder-Decoder Networks Chenyang Lu M. V. D. van de Molengraft Gijs Dubbelman 10 161 0 06 Apr 2018
Adaptive Affinity Fields for Semantic Segmentation Tsung-Wei Ke Jyh-Jing Hwang Ziwei Liu Stella X. Yu 16 191 0 27 Mar 2018
Factorised spatial representation learning: application in semi-supervised myocardial segmentation A. Chartsias T. Joyce G. Papanastasiou S. Semple M. Williams D. Newby R. Dharmakumar Sotirios A. Tsaftaris DRL 51 69 0 19 Mar 2018
Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network Zizhao Zhang Ling Yang Yefeng Zheng MedIm 50 378 0 27 Feb 2018
Machine learning based hyperspectral image analysis: A survey Utsav B. Gewali S. Monteiro E. Saber 29 116 0 23 Feb 2018
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 233 675 0 17 Feb 2018
Deep Adversarial Attention Alignment for Unsupervised Domain Adaptation: the Benefit of Target Expectation Maximization Guoliang Kang Liang Zheng Yan Yan Yi Yang OOD 30 121 0 30 Jan 2018
Splenomegaly Segmentation using Global Convolutional Kernels and Conditional Generative Adversarial Networks Yuankai Huo Zhoubing Xu Shunxing Bao Camilo Bermudez A. Plassard Jiaqi Liu Yuang Yao A. Assad R. Abramson Bennett A. Landman MedIm 15 49 0 02 Dec 2017
Pulsar Candidate Identification with Artificial Intelligence Techniques Ping Guo Fuqing Duan Pei Wang Yao Yao Qian Yin Xin Xin 20 14 0 27 Nov 2017
Transferable Semi-supervised Semantic Segmentation Huaxin Xiao Yunchao Wei Yu Liu Maojun Zhang Jiashi Feng 22 27 0 18 Nov 2017
SketchParse : Towards Rich Descriptions for Poorly Drawn Sketches using Multi-Task Hierarchical Deep Networks Ravi Kiran Sarvadevabhatla Isht Dwivedi Abhijat Biswas S. Manocha R. VenkateshBabu 3DV 24 38 0 05 Sep 2017
An Error Detection and Correction Framework for Connectomics J. Zung Ignacio Tartavull Kisuk Lee H. S. Seung 3DV 30 44 0 08 Aug 2017
Adversarial training and dilated convolutions for brain MRI segmentation P. Moeskops M. Veta Maxime W. Lafarge K. Eppenhof J. Pluim MedIm GAN 30 132 0 11 Jul 2017
SegAN: Adversarial Network with Multi-scale $L_1$ Loss for Medical Image Segmentation Yuan Xue Tao Xu Han Zhang L. R. Long Xiaolei Huang MedIm GAN 24 541 0 06 Jun 2017
Deep Cross-Modal Audio-Visual Generation Lele Chen Sudhanshu Srivastava Z. Duan Chenliang Xu 33 221 0 26 Apr 2017
Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images Rakshith Shetty Bernt Schiele Mario Fritz 35 223 0 30 Mar 2017
SCAN: Structure Correcting Adversarial Network for Organ Segmentation in Chest X-rays Wei-Ming Dai Joseph Doyle Xiaodan Liang Zeya Wang Nanqing Dong Huatian Zhang Eric Xing MedIm 31 170 0 26 Mar 2017
Predicting Deeper into the Future of Semantic Segmentation Pauline Luc Natalia Neverova Camille Couprie Jakob Verbeek Yann LeCun 23 242 0 22 Mar 2017
Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets Zhen-Le Yang Wei Chen Feng Wang Bo Xu GAN AI4CE 36 169 0 15 Mar 2017
End-to-end semantic face segmentation with conditional random fields as convolutional, recurrent and adversarial networks Umut Güçlü Yağmur Güçlütürk Meysam Madadi Sergio Escalera Xavier Baro Jordi Gonzalez R. Lier Marcel van Gerven CVBM GAN SSeg 38 19 0 09 Mar 2017
Adversarial Networks for the Detection of Aggressive Prostate Cancer Simon A. A. Kohl D. Bonekamp H. Schlemmer Kaneschka Yaqubi Markus Hohenfellner B. Hadaschik J. Radtke Klaus Maier-Hein MedIm GAN 27 113 0 26 Feb 2017