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Conditional Random Fields as Recurrent Neural Networks
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2015
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Shuai Zheng
Sadeep Jayasumana
Bernardino Romera‐Paredes
Vibhav Vineet
Zhizhong Su
Dalong Du
Chang Huang
Philip H. S. Torr
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4
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DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
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2017
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Liang-Chieh Chen
George Papandreou
Iasonas Kokkinos
Kevin Murphy
Alan Yuille
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4
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Deep Residual Learning for Image Recognition
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2016
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Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
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4
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Weakly- and Semi-supervised Panoptic Segmentation
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2018
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Qizhu Li
Anurag Arnab
Philip H. S. Torr
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3
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Adaptive Affinity Fields for Semantic Segmentation
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2018
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Tsung-Wei Ke
Jyh-Jing Hwang
Ziwei Liu
Stella X. Yu
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3
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Affinity Derivation and Graph Merge for Instance Segmentation
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2018
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Yiding Liu
Siyu Yang
Bin Li
Wengang Zhou
Jizheng Xu
Houqiang Li
Yan Lu
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3
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MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems
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2015
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Tianqi Chen
Mu Li
Yutian Li
Min Lin
Naiyan Wang
Minjie Wang
Tianjun Xiao
Bing Xu
Chiyuan Zhang
Zheng Zhang
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3
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DeeperLab: Single-Shot Image Parser
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2019
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Tien-Ju Yang
Maxwell D. Collins
Yukun Zhu
Jyh-Jing Hwang
Ting Liu
Xiao Zhang
Vivienne Sze
George Papandreou
Liang-Chieh Chen
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3
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MaskLab: Instance Segmentation by Refining Object Detection with Semantic and Direction Features
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2018
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Liang-Chieh Chen
Alexander Hermans
George Papandreou
Florian Schroff
Peng Wang
Hartwig Adam
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3
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Semantic Instance Segmentation with a Discriminative Loss Function
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2017
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Bert De Brabandere
Davy Neven
Luc Van Gool
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3
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The Cityscapes Dataset for Semantic Urban Scene Understanding
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2016
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Marius Cordts
Mohamed Omran
Sebastian Ramos
Timo Rehfeld
Markus Enzweiler
Rodrigo Benenson
Uwe Franke
Stefan Roth
Bernt Schiele
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3
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Semantic Instance Segmentation via Deep Metric Learning
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2017
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Alireza Fathi
Zbigniew Wojna
Vivek Rathod
Peng Wang
Hyun Oh Song
Sergio Guadarrama
Kevin Murphy
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3
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Instance-Sensitive Fully Convolutional Networks
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2016
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Jifeng Dai
Kaiming He
Yi Li
Shaoqing Ren
Jian Sun
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3
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Panoptic Segmentation
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2019
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Alexander Kirillov
Kaiming He
Ross Girshick
Carsten Rother
Piotr Dollár
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3
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SSD: Single Shot MultiBox Detector
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2016
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Wei Liu
Dragomir Anguelov
Dumitru Erhan
Christian Szegedy
Scott Reed
Cheng-Yang Fu
Alexander C. Berg
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3
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Efficient Decomposition of Image and Mesh Graphs by Lifted Multicuts
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2015
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Margret Keuper
Evgeny Levinkov
Nicolas Bonneel
Guillaume Lavoué
Thomas Brox
Bjoern Andres
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3
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Pixelwise Instance Segmentation with a Dynamically Instantiated Network
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2017
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Anurag Arnab
Philip H. S. Torr
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3
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Xception: Deep Learning with Depthwise Separable Convolutions
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2017
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François Chollet
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3
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Fully Convolutional Instance-Aware Semantic Segmentation
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2017
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Yi Li
Haozhi Qi
Jifeng Dai
Xiangyang Ji
Yichen Wei
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3
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End-to-End Instance Segmentation with Recurrent Attention
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2017
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Mengye Ren
Richard S. Zemel
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3
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Learning Pixel-Level Semantic Affinity with Image-Level Supervision for Weakly Supervised Semantic Segmentation
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2018
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Jiwoon Ahn
Suha Kwak
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3
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Deep Watershed Transform for Instance Segmentation
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2017
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Min Bai
Raquel Urtasun
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3
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InstanceCut: From Edges to Instances with MultiCut
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2017
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Alexander Kirillov
Evgeny Levinkov
Bjoern Andres
Bogdan Savchynskyy
Carsten Rother
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3
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Instance-Aware Semantic Segmentation via Multi-task Network Cascades
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2016
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Jifeng Dai
Kaiming He
Jian Sun
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3
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Pyramid Scene Parsing Network
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2017
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Hengshuang Zhao
Jianping Shi
Xiaojuan Qi
Xiaogang Wang
Jiaya Jia
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3
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Proposal-free Network for Instance-level Object Segmentation
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2015
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Xiaodan Liang
Yunchao Wei
Xiaohui Shen
Shuicheng Yan
Liang Lin
Shuicheng Yan
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3
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YOLO9000: Better, Faster, Stronger
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2017
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Joseph Redmon
Ali Farhadi
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3
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Convolutional Random Walk Networks for Semantic Image Segmentation
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2017
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Gedas Bertasius
Lorenzo Torresani
Stella X. Yu
Jianbo Shi
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3
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Focal Loss for Dense Object Detection
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2017
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Tsung-Yi Lin
Priya Goyal
Ross Girshick
Kaiming He
Piotr Dollár
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3
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Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation
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2014
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Ross Girshick
Jeff Donahue
Trevor Darrell
Jitendra Malik
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3
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Affinity CNN: Learning Pixel-Centric Pairwise Relations for Figure/Ground Embedding
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2016
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Michael Maire
Takuya Narihira
Stella X. Yu
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3
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Recurrent Instance Segmentation
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2016
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Bernardino Romera‐Paredes
Philip H. S. Torr
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3
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Multi-task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics
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2018
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Roberto Cipolla
Yarin Gal
Alex Kendall
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3
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Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth
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2019
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Davy Neven
Bert De Brabandere
Marc Proesmans
Luc Van Gool
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3
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Fully convolutional networks for semantic segmentation
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2015
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Jonathan Long
Evan Shelhamer
Trevor Darrell
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3
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Path Aggregation Network for Instance Segmentation
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2018
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Shu Liu
Lu Qi
Haifang Qin
Jianping Shi
Jiaya Jia
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3
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Rethinking Atrous Convolution for Semantic Image Segmentation
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2017
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Liang-Chieh Chen
George Papandreou
Florian Schroff
Hartwig Adam
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3
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Learning Affinity via Spatial Propagation Networks
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2017
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Sifei Liu
Shalini De Mello
Jinwei Gu
Guangyu Zhong
Ming–Hsuan Yang
Jan Kautz
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3
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R-FCN: Object Detection via Region-based Fully Convolutional Networks
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2016
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Jifeng Dai
Yi Li
Kaiming He
Jian Sun
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2
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Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
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2016
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Shaoqing Ren
Kaiming He
Ross Girshick
Jian Sun
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2
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Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
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2015
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Sergey Ioffe
Christian Szegedy
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2
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Mask R-CNN
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2017
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Kaiming He
Georgia Gkioxari
Piotr Dollár
Ross Girshick
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2
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R-FCN: Object Detection via Region-based Fully Convolutional Networks
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2016
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Jifeng Dai
Li Yi
Kaiming He
Jian Sun
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2
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Very Deep Convolutional Networks for Large-Scale Image Recognition
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2014
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Karen Simonyan
Andrew Zisserman
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2
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SSAP: Single-Shot Instance Segmentation With Affinity Pyramid
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2019
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Naiyu Gao
Yanhu Shan
Yupei Wang
Xin Zhao
Yinan Yu
Ming Yang
Kaiqi Huang
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1
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AdaptIS: Adaptive Instance Selection Network
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2019
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Konstantin Sofiiuk
Olga Barinova
Anton Konushin
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1
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EpicFlow: Edge-Preserving Interpolation of Correspondences for Optical Flow
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2015
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Jérôme Revaud
Philippe Weinzaepfel
Zaïd Harchaoui
Cordelia Schmid
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1
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High-for-Low and Low-for-High: Efficient Boundary Detection from Deep Object Features and Its Applications to High-Level Vision
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2015
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Gedas Bertasius
Jianbo Shi
Lorenzo Torresani
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1
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Pixel-wise Deep Learning for Contour Detection
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2015
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Jyh-Jing Hwang
Tyng-Luh Liu
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1
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Learning Deconvolution Network for Semantic Segmentation
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2015
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Hyeonwoo Noh
Seunghoon Hong
Bohyung Han
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1
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