Visual Person Understanding through Multi-Task and Multi-Dataset Learning

7 June 2019

Mark Weber

Papers citing "Visual Person Understanding through Multi-Task and Multi-Dataset Learning"

38 / 38 papers shown

Title
CaseNet: Content-Adaptive Scale Interaction Networks for Scene Parsing Xin Jin Cuiling Lan Wenjun Zeng Zhizheng Zhang Zhibo Chen 41 7 0 17 Apr 2019
Bag of Tricks and A Strong Baseline for Deep Person Re-identification Hao Luo Youzhi Gu Xingyu Liao Shenqi Lai Wei Jiang BDL 3DPC 138 1,176 0 17 Mar 2019
Panoptic Feature Pyramid Networks Alexander Kirillov Ross B. Girshick Kaiming He Piotr Dollár ISeg SSeg 131 1,287 0 08 Jan 2019
Sequence-based Person Attribute Recognition with Joint CTC-Attention Model Hao Liu Jingjing Wu Jianguo Jiang Meibin Qi Bo Ren 23 13 0 20 Nov 2018
Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training Feng Zheng Cheng Deng Xing Sun Xinyang Jiang Xiaowei Guo Zongqiao Yu Feiyue Huang Rongrong Ji 71 24 0 29 Oct 2018
Devil in the Details: Towards Accurate Single and Multiple Human Parsing Tao Ruan Ting Liu Zilong Huang Yunchao Wei Shikui Wei Yao-Min Zhao Thomas Huang 196 250 0 17 Sep 2018
Synthetic Occlusion Augmentation with Volumetric Heatmaps for the 2018 ECCV PoseTrack Challenge on 3D Human Pose Estimation István Sárándi Timm Linder Kai O. Arras Bastian Leibe 3DH 56 41 0 13 Sep 2018
Unified Perceptual Parsing for Scene Understanding Tete Xiao Yingcheng Liu Bolei Zhou Yuning Jiang Jian Sun OCL VOS 192 1,887 0 26 Jul 2018
Improved Person Re-Identification Based on Saliency and Semantic Parsing with Deep Neural Network Models Rodolfo Quispe Hélio Pedrini 44 48 0 15 Jul 2018
Taskonomy: Disentangling Task Transfer Learning Amir Zamir Alexander Sax Bokui (William) Shen Leonidas Guibas Jitendra Malik Silvio Savarese 123 1,220 0 23 Apr 2018
Part-Aligned Bilinear Representations for Person Re-identification Yumin Suh Jingdong Wang Siyu Tang Tao Mei Kyoung Mu Lee 73 510 0 19 Apr 2018
Look into Person: Joint Body Parsing & Pose Estimation Network and A New Benchmark Xiaodan Liang Ke Gong Xiaohui Shen Liang Lin 3DH 175 353 0 05 Apr 2018
Learning Discriminative Features with Multiple Granularities for Person Re-Identification Guanshuo Wang Yufeng Yuan Xiong Chen Jiwei Li Xi Zhou OOD 152 1,312 0 04 Apr 2018
Human Semantic Parsing for Person Re-identification Mahdi M. Kalayeh Emrah Basaran Muhittin Gokmen Mustafa E. Kamasak M. Shah 59 591 0 31 Mar 2018
Group Normalization Yuxin Wu Kaiming He 231 3,669 0 22 Mar 2018
PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model George Papandreou Tyler Lixuan Zhu Liang-Chieh Chen Spyros Gidaris Jonathan Tompson Kevin Patrick Murphy 55 548 0 22 Mar 2018
2D/3D Pose Estimation and Action Recognition using Multitask Deep Learning D. Luvizon David Picard Hedi Tabia 3DH 165 484 0 26 Feb 2018
Pose-Normalized Image Generation for Person Re-identification Xuelin Qian Yanwei Fu Tao Xiang Wenxuan Wang Jie Qiu Yang Wu Yu-Gang Jiang Xiangyang Xue GAN 64 443 0 06 Dec 2017
A Pose-Sensitive Embedding for Person Re-Identification with Expanded Cross Neighborhood Re-Ranking M. Sarfraz Arne Schumann Andreas Eberle Rainer Stiefelhagen 93 496 0 28 Nov 2017
Integral Human Pose Regression Xiao Sun Bin Xiao Fangyin Wei Shuang Liang Yichen Wei 3DH 87 807 0 22 Nov 2017
Learning Feature Pyramids for Human Pose Estimation Wei Yang Shuang Li Wanli Ouyang Hongsheng Li Xiaogang Wang 3DH 75 491 0 03 Aug 2017
An Overview of Multi-Task Learning in Deep Neural Networks Sebastian Ruder CVBM 151 2,828 0 15 Jun 2017
Learning multiple visual domains with residual adapters Sylvestre-Alvise Rebuffi Hakan Bilen Andrea Vedaldi OOD 160 934 0 22 May 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 272 3,123 0 19 May 2017
Scalable Person Re-identification on Supervised Smoothed Manifold S. Bai X. Bai Q. Tian 73 328 0 24 Mar 2017
In Defense of the Triplet Loss for Person Re-Identification Alexander Hermans Lucas Beyer Bastian Leibe DML 97 3,206 0 22 Mar 2017
Improving Person Re-identification by Attribute and Identity Learning Yutian Lin Liang Zheng Zhedong Zheng Yu Wu Zhilan Hu Chenggang Yan Yi Yang 152 822 0 21 Mar 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 477 22,108 0 09 Dec 2016
UberNet: Training a `Universal' Convolutional Neural Network for Low-, Mid-, and High-Level Vision using Diverse Datasets and Limited Memory Iasonas Kokkinos SSeg SSL 142 673 0 07 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 265 18,240 0 02 Jun 2016
Bridging Category-level and Instance-level Semantic Image Segmentation Zifeng Wu Chunhua Shen Anton Van Den Hengel ISeg SSeg 151 161 0 23 May 2016
Joint Detection and Identification Feature Learning for Person Search Tong Xiao Shuang Li Bochao Wang Liang Lin Xiaogang Wang 107 823 0 07 Apr 2016
HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition Rajeev Ranjan Vishal M. Patel Rama Chellappa CVBM 3DH 101 1,225 0 03 Mar 2016
MOT16: A Benchmark for Multi-Object Tracking Anton Milan Laura Leal-Taixe Ian Reid Stefan Roth Konrad Schindler VOT 146 1,803 0 02 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,305 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014
Efficient Object Localization Using Convolutional Networks Jonathan Tompson Ross Goroshin Arjun Jain Yann LeCun C. Bregler 3DH 179 1,352 0 16 Nov 2014