Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation

24 May 2018

Papers citing "Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation"

49 / 99 papers shown

Title
Self-Competitive Neural Networks Iman Saberi Fathiyeh Faghih AAML 9 0 0 22 Aug 2020
AutoPose: Searching Multi-Scale Branch Aggregation for Pose Estimation Xinyu Gong Wuyang Chen Yifan Jiang Ye Yuan Xianming Liu Qian Zhang Yuan Li Zhangyang Wang 23 20 0 16 Aug 2020
Bowtie Networks: Generative Modeling for Joint Few-Shot Recognition and Novel-View Synthesis Zhipeng Bao Yu-xiong Wang M. Hebert 20 11 0 16 Aug 2020
Adversarial Semantic Data Augmentation for Human Pose Estimation Yanrui Bin Xuan Cao Xinya Chen Yanhao Ge Ying Tai Chengjie Wang Jilin Li Feiyue Huang Changxin Gao Nong Sang 6 60 0 03 Aug 2020
Bottom-Up Human Pose Estimation by Ranking Heatmap-Guided Adaptive Keypoint Estimates Ke Sun Zigang Geng Depu Meng Bin Xiao Dong Liu Zhaoxiang Zhang Jingdong Wang 3DH 14 19 0 28 Jun 2020
Cascaded deep monocular 3D human pose estimation with evolutionary training data Shichao Li Lei Ke Kevin Pratama Yu-Wing Tai Chi-Keung Tang Kwang-Ting Cheng 3DH 17 155 0 14 Jun 2020
Monocular Human Pose Estimation: A Survey of Deep Learning-based Methods Yucheng Chen Yingli Tian Mingyi He 3DH 20 355 0 02 Jun 2020
Synthesizing lesions using contextual GANs improves breast cancer classification on mammograms E. Wu K. Wu William Lotter GAN MedIm 6 16 0 29 May 2020
Learning Gaussian Maps for Dense Object Detection Sonaal Kant 8 5 0 24 Apr 2020
MirrorNet: A Deep Bayesian Approach to Reflective 2D Pose Estimation from Human Images Takayuki Nakatsuka Kazuyoshi Yoshii Yuki Koyama Satoru Fukayama Masataka Goto Shigeo Morishima 3DH 18 0 0 08 Apr 2020
TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting Zhuoqian Yang Wentao Zhu Wayne Wu Chao Qian Qiang-feng Zhou Bolei Zhou Chen Change Loy VGen 15 53 0 31 Mar 2020
Learning to Learn Single Domain Generalization Fengchun Qiao Long Zhao Xi Peng OOD 6 431 0 30 Mar 2020
Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation L. Liu Jiangning Zhang Ruifei He Yong Liu Yabiao Wang Ying Tai Donghao Luo Chengjie Wang Jilin Li Feiyue Huang 22 175 0 29 Mar 2020
Learn to Augment: Joint Data Augmentation and Network Optimization for Text Recognition Canjie Luo Yuanzhi Zhu Lianwen Jin Yongpan Wang 14 77 0 14 Mar 2020
RePose: Learning Deep Kinematic Priors for Fast Human Pose Estimation Hossam N. Isack Christian Haene Cem Keskin Sofien Bouaziz Yuri Boykov Shahram Izadi S. Khamis 3DH 17 10 0 10 Feb 2020
Adversarial AutoAugment Xinyu Zhang Qiang-qiang Wang Jian Andrew Zhang Zhaobai Zhong AAML 12 196 0 24 Dec 2019
SSAH: Semi-supervised Adversarial Deep Hashing with Self-paced Hard Sample Generation Sheng Jin Shangchen Zhou Yao Liu Chao Chen Xiaoshuai Sun H. Yao Xiansheng Hua GAN 12 30 0 20 Nov 2019
Towards Robust RGB-D Human Mesh Recovery Ren Li Changjiang Cai G. Georgakis Srikrishna Karanam Terrence Chen Ziyan Wu 3DH 11 11 0 18 Nov 2019
Learning Data Manipulation for Augmentation and Weighting Zhiting Hu Bowen Tan Ruslan Salakhutdinov Tom Michael Mitchell Eric P. Xing 11 116 0 28 Oct 2019
Practical License Plate Recognition in Unconstrained Surveillance Systems with Adversarial Super-Resolution Younkwan Lee Jiwon Jun Yoojin Hong M. Jeon 16 15 0 10 Oct 2019
Information based Deep Clustering: An experimental study Jizong Peng Christian Desrosiers M. Pedersoli 14 1 0 03 Oct 2019
Adversarial Learning of General Transformations for Data Augmentation Saypraseuth Mounsaveng David Vazquez Ismail Ben Ayed M. Pedersoli 11 10 0 21 Sep 2019
Predicting Animation Skeletons for 3D Articulated Models via Volumetric Nets Zhan Xu Yang Zhou E. Kalogerakis Karan Singh 3DH 11 45 0 22 Aug 2019
Learning to Train with Synthetic Humans David T. Hoffmann Dimitrios Tzionas M. Black Siyu Tang 9 33 0 02 Aug 2019
Greedy AutoAugment Alireza Naghizadeh Mohammadsajad Abavisani Dimitris N. Metaxas 11 15 0 02 Aug 2019
Construct Dynamic Graphs for Hand Gesture Recognition via Spatial-Temporal Attention Yuxiao Chen Long Zhao Xi Peng Jianbo Yuan Dimitris N. Metaxas 6 86 0 20 Jul 2019
Anti-Confusing: Region-Aware Network for Human Pose Estimation Xuan Cao Yanhao Ge Ying Tai Wei Zhang Jian Li Chengjie Wang Jilin Li Feiyue Huang 3DH 11 4 0 03 May 2019
Learning Feature-to-Feature Translator by Alternating Back-Propagation for Generative Zero-Shot Learning Yizhe Zhu Jianwen Xie Bingchen Liu Ahmed Elgammal VLM 6 86 0 22 Apr 2019
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression Xinyao Wang Liefeng Bo Fuxin Li CVBM 11 250 0 16 Apr 2019
Semantic Graph Convolutional Networks for 3D Human Pose Regression Long Zhao Xi Peng Yu Tian Mubbasir Kapadia Dimitris N. Metaxas 3DH 16 504 0 06 Apr 2019
A Three-Player GAN: Generating Hard Samples To Improve Classification Networks Simon Vandenhende Bert De Brabandere D. Neven Luc Van Gool GAN 12 22 0 08 Mar 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 19 3,989 0 25 Feb 2019
Data augmentation for low resource sentiment analysis using generative adversarial networks Rahul Gupta GAN 14 27 0 18 Feb 2019
See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification Tao Hu H. Qi Qingming Huang Yan Lu 11 231 0 26 Jan 2019
Thinking Outside the Pool: Active Training Image Creation for Relative Attributes Aron Yu Kristen Grauman 12 23 0 08 Jan 2019
End-to-end Learning for Graph Decomposition Jie Song Bjoern Andres Michael J. Black Otmar Hilliges Siyu Tang 11 16 0 23 Dec 2018
Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces using Generative Adversarial Networks He Zhang B. Riggan Shuowen Hu Nathan J. Short Vishal M. Patel CVBM GAN 22 82 0 12 Dec 2018
Fast Human Pose Estimation Feng Zhang Xiatian Zhu Mao Ye 3DH 15 234 0 13 Nov 2018
CU-Net: Coupled U-Nets Zhiqiang Tang Xi Peng Shijie Geng Yizhe Zhu Dimitris N. Metaxas 14 44 0 20 Aug 2018
Quantized Densely Connected U-Nets for Efficient Landmark Localization Zhiqiang Tang Xi Peng Shijie Geng Lingfei Wu Shaoting Zhang Dimitris N. Metaxas 3DV 19 143 0 07 Aug 2018
Learning to Forecast and Refine Residual Motion for Image-to-Video Generation Long Zhao Xi Peng Yu Tian Mubbasir Kapadia Dimitris N. Metaxas DiffM VGen 12 100 0 26 Jul 2018
Conditional Infilling GANs for Data Augmentation in Mammogram Classification E. Wu K. Wu David D. Cox William Lotter MedIm 14 134 0 21 Jul 2018
Densely Connected Pyramid Dehazing Network He Zhang Vishal M. Patel 20 909 0 22 Mar 2018
A Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts Yizhe Zhu Mohamed Elhoseiny Bingchen Liu Xi Peng Ahmed Elgammal VLM GAN 20 381 0 04 Dec 2017
A Unified Query-based Generative Model for Question Generation and Question Answering Linfeng Song Zhiguo Wang Wael Hamza 26 48 0 04 Sep 2017
Joint Transmission Map Estimation and Dehazing using Deep Networks He Zhang Vishwanath A. Sindagi Vishal M. Patel 33 129 0 02 Aug 2017
Self Adversarial Training for Human Pose Estimation Chia-Jung Chou Jui-Ting Chien Hwann-Tzong Chen GAN 109 161 0 08 Jul 2017
Image De-raining Using a Conditional Generative Adversarial Network He Zhang Vishwanath A. Sindagi Vishal M. Patel GAN 18 1,007 0 21 Jan 2017
A Recurrent Encoder-Decoder Network for Sequential Face Alignment Xi Peng Rogerio Feris Xiaoyu Wang Dimitris N. Metaxas CVBM 178 140 0 19 Aug 2016