Recurrent Neural Networks for Semantic Instance Segmentation

2 December 2017

Papers citing "Recurrent Neural Networks for Semantic Instance Segmentation"

35 / 35 papers shown

Title
Semantic Instance Segmentation with a Discriminative Loss Function Bert De Brabandere D. Neven Luc Van Gool SSeg 149 444 0 08 Aug 2017
Pixelwise Instance Segmentation with a Dynamically Instantiated Network Anurag Arnab Philip Torr ISeg SSeg 59 232 0 07 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 350 27,181 0 20 Mar 2017
Capacity and Trainability in Recurrent Neural Networks Jasmine Collins Jascha Narain Sohl-Dickstein David Sussillo 59 205 0 29 Nov 2016
Deep Watershed Transform for Instance Segmentation Min Bai R. Urtasun ISeg SSeg 116 523 0 24 Nov 2016
Fully Convolutional Instance-aware Semantic Segmentation Yi Li Haozhi Qi Jifeng Dai Xiangyang Ji Yichen Wei ISeg SSeg 75 1,003 0 23 Nov 2016
Learning the Number of Neurons in Deep Networks J. Álvarez Mathieu Salzmann 182 413 0 19 Nov 2016
Bottom-up Instance Segmentation using Deep Higher-Order CRFs Anurag Arnab Philip Torr SSeg 119 51 0 08 Sep 2016
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 365 7,321 0 13 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 738 37,846 0 20 May 2016
End to End Learning for Self-Driving Cars Mariusz Bojarski D. Testa Daniel Dworakowski Bernhard Firner B. Flepp ... Urs Muller Jiakai Zhang Xin Zhang Jake Zhao Karol Zieba SSL 100 4,167 0 25 Apr 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 1.1K 11,609 0 06 Apr 2016
Instance-sensitive Fully Convolutional Networks Jifeng Dai Kaiming He Yi Li Shaoqing Ren Jian Sun SSeg 74 398 0 29 Mar 2016
Instance-aware Semantic Segmentation via Multi-task Network Cascades Jifeng Dai Kaiming He Jian Sun SSeg 168 1,228 0 14 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,878 0 10 Dec 2015
Recurrent Instance Segmentation Bernardino Romera-Paredes Philip Torr SSeg 66 329 0 25 Nov 2015
Learning to decompose for object detection and instance segmentation Eunbyung Park Alexander C. Berg 54 24 0 19 Nov 2015
Reversible Recursive Instance-level Object Segmentation Xiaodan Liang Yunchao Wei Xiaohui Shen Zequn Jie Jiashi Feng Liang Lin Shuicheng Yan SSeg ISeg 59 59 0 14 Nov 2015
Proposal-free Network for Instance-level Object Segmentation Xiaodan Liang Yunchao Wei Xiaohui Shen Jianchao Yang Liang Lin Shuicheng Yan SSeg 64 233 0 09 Sep 2015
End-to-end people detection in crowded scenes Russell Stewart Mykhaylo Andriluka 73 544 0 16 Jun 2015
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 560 7,989 0 13 Jun 2015
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 118 3,050 0 09 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 502 62,270 0 04 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,133 0 18 May 2015
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 199 5,470 0 03 May 2015
Beyond Short Snippets: Deep Networks for Video Classification Joe Yue-Hei Ng Matthew J. Hausknecht Sudheendra Vijayanarasimhan Oriol Vinyals R. Monga G. Toderici 145 2,337 0 31 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014
Deep Visual-Semantic Alignments for Generating Image Descriptions A. Karpathy Li Fei-Fei 124 5,584 0 07 Dec 2014
Hypercolumns for Object Segmentation and Fine-grained Localization Bharath Hariharan Pablo Arbeláez Ross B. Girshick Jitendra Malik SSeg 130 1,595 0 21 Nov 2014
Show and Tell: A Neural Image Caption Generator Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 3DV 237 6,028 0 17 Nov 2014
Long-term Recurrent Convolutional Networks for Visual Recognition and Description Jeff Donahue Lisa Anne Hendricks Marcus Rohrbach Subhashini Venugopalan S. Guadarrama Kate Saenko Trevor Darrell VLM 162 6,052 0 17 Nov 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 434 20,553 0 10 Sep 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,525 0 01 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 552 27,300 0 01 Sep 2014
Simultaneous Detection and Segmentation Bharath Hariharan Pablo Arbeláez Ross B. Girshick Jitendra Malik ObjD ISeg 135 1,295 0 07 Jul 2014