Learning from Simulated and Unsupervised Images through Adversarial Training

22 December 2016

Tomas Pfister

Papers citing "Learning from Simulated and Unsupervised Images through Adversarial Training"

50 / 332 papers shown

Title
Learning Across Tasks and Domains Pierluigi Zama Ramirez A. Tonioni Samuele Salti Luigi Di Stefano 24 32 0 09 Apr 2019
Gated-GAN: Adversarial Gated Networks for Multi-Collection Style Transfer Xinyuan Chen Chang Xu Xiaokang Yang Li-Na Song Dacheng Tao GAN 24 112 0 04 Apr 2019
Infinite Brain MR Images: PGGAN-based Data Augmentation for Tumor Detection Changhee Han L. Rundo Ryosuke Araki Yujiro Furukawa G. Mauri Hideki Nakayama Hideaki Hayashi MedIm 22 91 0 29 Mar 2019
Learning More with Less: GAN-based Medical Image Augmentation Changhee Han K. Murao Shiníchi Satoh Hideki Nakayama MedIm GAN 27 28 0 29 Mar 2019
Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems Laura von Rueden S. Mayer Katharina Beckh B. Georgiev Sven Giesselbach ... Rajkumar Ramamurthy Michal Walczak Jochen Garcke Christian Bauckhage Jannis Schuecker 39 626 0 29 Mar 2019
Laplace Landmark Localization Joseph P. Robinson Yuncheng Li Ning Zhang Y. Fu Sergey Tulyakov CVBM 22 43 0 27 Mar 2019
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data Xiaowei Hu Yitong Jiang Chi-Wing Fu Pheng-Ann Heng GAN 21 194 0 26 Mar 2019
Appearance-Based Gaze Estimation Using Dilated-Convolutions Zhaokang Chen Bertram E. Shi 3DH 19 130 0 18 Mar 2019
Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation Chen-Yu Lee Tanmay Batra M. H. Baig Daniel Ulbricht 42 538 0 10 Mar 2019
Unsupervised Domain Adaptation using Feature-Whitening and Consensus Loss Subhankar Roy Aliaksandr Siarohin E. Sangineto Samuel Rota Buló N. Sebe Elisa Ricci 39 163 0 07 Mar 2019
An Annotation Saved is an Annotation Earned: Using Fully Synthetic Training for Object Instance Detection Stefan Hinterstoißer Olivier Pauly Tim Hauke Heibel Martina Marek M. Bokeloh 24 40 0 26 Feb 2019
Harmonic Unpaired Image-to-image Translation Rui Zhang Tomas Pfister Jia Li GAN 16 48 0 26 Feb 2019
Towards Corner Case Detection for Autonomous Driving Jan-Aike Termöhlen Andreas Bär Daniel Lipinski Tim Fingscheidt AAML 27 95 0 25 Feb 2019
Generative Models for Low-Rank Video Representation and Reconstruction Rakib Hyder Ulugbek S. Kamilov GAN 27 11 0 25 Feb 2019
Adversarial Augmentation for Enhancing Classification of Mammography Images Lukás Jendele Ondrej Skopek Anton S. Becker E. Konukoglu MedIm GAN 20 5 0 20 Feb 2019
Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions F. Altaf Syed Mohammed Shamsul Islam Naveed Akhtar N. Janjua OOD 29 200 0 15 Feb 2019
Learning to see across Domains and Modalities Fabio Maria Carlucci 29 0 0 13 Feb 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
Domain invariant hierarchical embedding for grocery products recognition A. Tonioni Luigi Di Stefano BDL 19 33 0 02 Feb 2019
On Learning Invariant Representation for Domain Adaptation Haiying Zhao Rémi Tachet des Combes Kun Zhang Geoffrey J. Gordon OOD 35 157 0 27 Jan 2019
Deep Learning on Small Datasets without Pre-Training using Cosine Loss Björn Barz Joachim Denzler 27 129 0 25 Jan 2019
Reciprocal Translation between SAR and Optical Remote Sensing Images with Cascaded-Residual Adversarial Networks Shilei Fu F. Xu Yaqiu Jin 31 62 0 24 Jan 2019
Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation Cheng Chen Qi Dou Hao Chen J. Qin Pheng-Ann Heng OOD 17 308 0 24 Jan 2019
Synthesizing facial photometries and corresponding geometries using generative adversarial networks Gil Shamai Ron Slossberg Ron Kimmel GAN 3DH 25 31 0 19 Jan 2019
The RobotriX: An eXtremely Photorealistic and Very-Large-Scale Indoor Dataset of Sequences with Robot Trajectories and Interactions Alberto Garcia-Garcia P. Martinez-Gonzalez Sergiu Oprea John Alejandro Castro-Vargas Sergio Orts Jose Garcia-Rodriguez Alvaro Jover-Alvarez VGen 22 34 0 19 Jan 2019
Dual Generator Generative Adversarial Networks for Multi-Domain Image-to-Image Translation Hao Tang Dan Xu Wei Wang Yan Yan N. Sebe GAN 28 44 0 14 Jan 2019
GAN-based Virtual Re-Staining: A Promising Solution for Whole Slide Image Analysis Zhaoyang Xu Xingru Huang C. F. Moro B. Bozóky Qianni Zhang 27 82 0 13 Jan 2019
Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding Dengxin Dai Daniel Gehrig Simon Hecker Luc Van Gool 37 140 0 05 Jan 2019
InstaGAN: Instance-aware Image-to-Image Translation Sangwoo Mo Minsu Cho Jinwoo Shin 36 157 0 28 Dec 2018
Sim-to-Real via Sim-to-Sim: Data-efficient Robotic Grasping via Randomized-to-Canonical Adaptation Networks Stephen James Paul Wohlhart Mrinal Kalakrishnan Dmitry Kalashnikov A. Irpan Julian Ibarz Sergey Levine R. Hadsell Konstantinos Bousmalis 46 444 0 18 Dec 2018
Spatial Fusion GAN for Image Synthesis Fangneng Zhan Erik Cambria Shijian Lu 29 149 0 14 Dec 2018
Strike (with) a Pose: Neural Networks Are Easily Fooled by Strange Poses of Familiar Objects Michael A. Alcorn Melvin Johnson Zhitao Gong Chengfei Wang Long Mai Naveen Ari Stella Laurenzo 47 299 0 28 Nov 2018
Label-Noise Robust Generative Adversarial Networks Takuhiro Kaneko Yoshitaka Ushiku Tatsuya Harada NoLa 30 60 0 27 Nov 2018
Pyramid Embedded Generative Adversarial Network for Automated Font Generation Donghui Sun Qing Zhang Jun Yang GAN 27 29 0 20 Nov 2018
Multimodal Densenet Faisal Mahmood Ziyun Yang Thomas Ashley Nicholas J. Durr 21 11 0 18 Nov 2018
Use of Neural Signals to Evaluate the Quality of Generative Adversarial Network Performance in Facial Image Generation Zhengwei Wang Graham Healy Alan F. Smeaton T. Ward EGVM 39 37 0 10 Nov 2018
Robustness of Conditional GANs to Noisy Labels Kerry J. Halupka A. Khetan Zinan Lin Stephen Moore NoLa 24 79 0 08 Nov 2018
Learning Bone Suppression from Dual Energy Chest X-rays using Adversarial Networks P. Schwaller P. Bolgar GAN MedIm 25 17 0 05 Nov 2018
Exposing DeepFake Videos By Detecting Face Warping Artifacts Yuezun Li Siwei Lyu AAML CVBM 30 898 0 01 Nov 2018
SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth Yuankai Huo Zhoubing Xu Hyeonsoo Moon Shunxing Bao A. Assad T. Moyo M. Savona R. Abramson Bennett A. Landman MedIm 40 225 0 15 Oct 2018
A Data-Efficient Framework for Training and Sim-to-Real Transfer of Navigation Policies Homanga Bharadhwaj Zihan Wang Yoshua Bengio Liam Paull 24 40 0 11 Oct 2018
SPIGAN: Privileged Adversarial Learning from Simulation Kuan-Hui Lee G. Ros Jie Li Adrien Gaidon GAN 33 104 0 09 Oct 2018
Guiding Intelligent Surveillance System by learning-by-synthesis gaze estimation Tongtong Zhao Yuxiao Yan Jinjia Peng Zetian Mi Xianping Fu 13 7 0 08 Oct 2018
Large batch size training of neural networks with adversarial training and second-order information Z. Yao A. Gholami Daiyaan Arfeen Richard Liaw Joseph E. Gonzalez Kurt Keutzer Michael W. Mahoney ODL 14 42 0 02 Oct 2018
Domain Generalization with Domain-Specific Aggregation Modules A. DÍnnocente Barbara Caputo OOD 26 136 0 28 Sep 2018
SqueezeSegV2: Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud Bichen Wu Xuanyu Zhou Sicheng Zhao Xiangyu Yue Kurt Keutzer 3DPC 15 617 0 22 Sep 2018
Global and Local Consistent Wavelet-domain Age Synthesis Peipei Li Yibo Hu Ran He Zhenan Sun CVBM 32 42 0 20 Sep 2018
Neural Rendering and Reenactment of Human Actor Videos Lingjie Liu Weipeng Xu Michael Zollhoefer Hyeongwoo Kim Florian Bernard Marc Habermann Wenping Wang Christian Theobalt 3DH DiffM 27 18 0 11 Sep 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 24 123 0 10 Sep 2018
Dense Pose Transfer Natalia Neverova R. Güler Iasonas Kokkinos 3DH 8 208 0 06 Sep 2018