Constrained Convolutional Neural Networks for Weakly Supervised Segmentation

11 June 2015

Papers citing "Constrained Convolutional Neural Networks for Weakly Supervised Segmentation"

28 / 128 papers shown

Title
One-Shot Learning for Semantic Segmentation Amirreza Shaban Shray Bansal Ziqiang Liu Irfan Essa Byron Boots SSeg VLM 56 694 0 11 Sep 2017
Tags2Parts: Discovering Semantic Regions from Shape Tags Sanjeev Muralikrishnan Vladimir G. Kim S. Chaudhuri 37 24 0 22 Aug 2017
Discovering Class-Specific Pixels for Weakly-Supervised Semantic Segmentation Arslan Chaudhry P. Dokania Philip Torr 22 123 0 18 Jul 2017
Imposing Hard Constraints on Deep Networks: Promises and Limitations Pablo Márquez-Neila Mathieu Salzmann Pascal Fua PINN UQCV 14 139 0 07 Jun 2017
Weakly-supervised Visual Grounding of Phrases with Linguistic Structures Fanyi Xiao Leonid Sigal Yong Jae Lee 35 139 0 03 May 2017
No More Discrimination: Cross City Adaptation of Road Scene Segmenters Yi-Hsin Chen Wei-Yu Chen Yu-Ting Chen Bo-Cheng Tsai Y. Wang Min Sun SSeg 28 341 0 27 Apr 2017
Hide-and-Seek: Forcing a Network to be Meticulous for Weakly-supervised Object and Action Localization Krishna Kumar Singh Yong Jae Lee 33 677 0 13 Apr 2017
Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach Xingyi Zhou Qi-Xing Huang Xiao Sun Xiangyang Xue Yichen Wei 3DH 54 568 0 08 Apr 2017
Incorporating the Knowledge of Dermatologists to Convolutional Neural Networks for the Diagnosis of Skin Lesions I. González-Díaz 11 80 0 06 Mar 2017
Constrained Deep Weak Supervision for Histopathology Image Segmentation Zhipeng Jia Xingyi Huang E. Chang Yan Xu 40 217 0 03 Jan 2017
Weakly Supervised Semantic Segmentation using Web-Crawled Videos Seunghoon Hong Donghun Yeo Suha Kwak Honglak Lee Bohyung Han 44 158 0 02 Jan 2017
Automatic Lymphocyte Detection in H&E Images with Deep Neural Networks Jianxu Chen C. Srinivas 37 31 0 09 Dec 2016
FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation Judy Hoffman Dequan Wang Feng Yu Trevor Darrell OOD 19 786 0 08 Dec 2016
Weakly Supervised Cascaded Convolutional Networks Ali Diba Vivek Sharma A. Pazandeh Hamed Pirsiavash Luc Van Gool WSOD 26 297 0 24 Nov 2016
Backtracking Spatial Pyramid Pooling (SPP)-based Image Classifier for Weakly Supervised Top-down Salient Object Detection Hisham Cholakkal Jubin Johnson D. Rajan 29 15 0 16 Nov 2016
Unsupervised Learning of Important Objects from First-Person Videos Gedas Bertasius H. Park Stella X. Yu Jianbo Shi EgoV 22 25 0 16 Nov 2016
Growing Interpretable Part Graphs on ConvNets via Multi-Shot Learning Quanshi Zhang Ruiming Cao Ying Nian Wu Song-Chun Zhu 31 70 0 14 Nov 2016
Can Ground Truth Label Propagation from Video help Semantic Segmentation? Siva Karthik Mustikovela M. Yang Carsten Rother 35 33 0 03 Oct 2016
Learning deep structured network for weakly supervised change detection Salman H Khan Xuming He Fatih Porikli Bennamoun Ferdous Sohel R. Togneri 21 7 0 07 Jun 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 92 18,058 0 02 Jun 2016
Weakly Supervised Learning of Affordances A. Srikantha Juergen Gall 25 20 0 10 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 118 11,480 0 06 Apr 2016
Simple Does It: Weakly Supervised Instance and Semantic Segmentation Anna Khoreva Rodrigo Benenson J. Hosang Matthias Hein Bernt Schiele WSOD VLM ISeg 47 741 0 24 Mar 2016
Weakly-Supervised Semantic Segmentation using Motion Cues P. Tokmakov Alahari Karteek Cordelia Schmid 27 56 0 23 Mar 2016
Seed, Expand and Constrain: Three Principles for Weakly-Supervised Image Segmentation Alexander Kolesnikov Christoph H. Lampert SSeg 24 742 0 19 Mar 2016
Learning Transferrable Knowledge for Semantic Segmentation with Deep Convolutional Neural Network Seunghoon Hong Junhyuk Oh Bohyung Han Honglak Lee SSeg 16 173 0 24 Dec 2015
On the interplay of network structure and gradient convergence in deep learning V. Ithapu Sathya Ravi Vikas Singh 23 3 0 17 Nov 2015
STC: A Simple to Complex Framework for Weakly-supervised Semantic Segmentation Yunchao Wei Xiaodan Liang Yunpeng Chen Xiaohui Shen Ming-Ming Cheng Jiashi Feng Yao-Min Zhao Shuicheng Yan 45 552 0 10 Sep 2015