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Video Enhancement with Task-Oriented Flow
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2019
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Tianfan Xue
Baian Chen
Jiajun Wu
Donglai Wei
William T. Freeman
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6
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DVC: An End-To-End Deep Video Compression Framework
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2019
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Guo Lu
Wanli Ouyang
Dong Xu
Xiaoyun Zhang
Chunlei Cai
Zhiyong Gao
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5
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Optical Flow Estimation Using a Spatial Pyramid Network
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2017
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Anurag Ranjan
Michael J. Black
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5
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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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Content Adaptive and Error Propagation Aware Deep Video Compression
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2020
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Guo Lu
Chunlei Cai
Xiaoyun Zhang
Li Chen
Wanli Ouyang
Dong Xu
Zhiyong Gao
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4
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Variational image compression with a scale hyperprior
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2018
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Johannes Ballé
David Minnen
Saurabh Singh
Sung Jin Hwang
Nick Johnston
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4
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Improving Deep Video Compression by Resolution-Adaptive Flow Coding
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2020
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Zhihao Hu
Zhenghao Chen
Dong Xu
Guo Lu
Wanli Ouyang
Shuhang Gu
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4
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Video Compression Through Image Interpolation
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2018
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Chao-Yuan Wu
Nayan Singhal
Philipp Krähenbühl
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4
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Learned Video Compression
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2019
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Oren Rippel
Sanjay Nair
Carissa Lew
Steve Branson
Alexander G. Anderson
Lubomir Bourdev
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4
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Joint Autoregressive and Hierarchical Priors for Learned Image Compression
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2018
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David Minnen
Johannes Ballé
George Toderici
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4
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Learned Image Compression With Discretized Gaussian Mixture Likelihoods and Attention Modules
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2020
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Zhengxue Cheng
Heming Sun
Masaru Takeuchi
Jiro Katto
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4
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FVC: A New Framework towards Deep Video Compression in Feature Space
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2021
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Zhihao Hu
Guo Lu
Dong Xu
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3
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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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3
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ELF-VC: Efficient Learned Flexible-Rate Video Coding
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2021
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Oren Rippel
Alexander G. Anderson
Kedar Tatwawadi
Sanjay Nair
C. Lytle
Lubomir Bourdev
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3
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Squeeze-and-Excitation Networks
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2018
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Jie Hu
Li Shen
Gang Sun
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3
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Deep Contextual Video Compression
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2021
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Jiahao Li
Bin Li
Yan Lu
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3
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Conditional Entropy Coding for Efficient Video Compression
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2020
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Jerry Liu
Shenlong Wang
Wei-Chiu Ma
Meet Shah
Rui Hu
Pranaab Dhawan
Raquel Urtasun
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3
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Learning for Video Compression With Recurrent Auto-Encoder and Recurrent Probability Model
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2020
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Ren Yang
Fabian Mentzer
Luc Van Gool
Radu Timofte
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3
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Neural Video Coding Using Multiscale Motion Compensation and Spatiotemporal Context Model
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2020
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Haojie Liu
Ming Lu
Zhan Ma
Fan Wang
Zhihuang Xie
Xun Cao
Yao Wang
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3
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BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond
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2021
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Kelvin C. K. Chan
Xintao Wang
Ke Yu
Chao Dong
Chen Change Loy
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2
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Checkerboard Context Model for Efficient Learned Image Compression
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2021
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Dailan He
Yaoyan Zheng
Baocheng Sun
Yan Wang
Hongwei Qin
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2
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Asymmetric Gained Deep Image Compression With Continuous Rate Adaptation
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2021
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Ze Cui
Jing Wang
Shangyin Gao
Tiansheng Guo
Yihui Feng
Bo Bai
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2
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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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2
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BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment
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2022
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Kelvin C. K. Chan
Shangchen Zhou
Xiangyu Xu
Chen Change Loy
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2
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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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2
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Hierarchical Autoregressive Modeling for Neural Video Compression
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2020
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Ruihan Yang
Yibo Yang
Joseph Marino
Stephan Mandt
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2
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TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
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2016
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Martı́n Abadi
Ashish Agarwal
Paul Barham
Eugene Brevdo
Zhifeng Chen
Craig Citro
Gregory S. Corrado
Andy Davis
Jay B. Dean
Matthieu Devin
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2
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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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2
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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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2
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Causal Contextual Prediction for Learned Image Compression
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2021
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Zongyu Guo
Zhizheng Zhang
Runsen Feng
Zhibo Chen
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2
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Conditional Coding for Flexible Learned Video Compression
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2021
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Théo Ladune
Pierrick Philippe
Wassim Hamidouche
Lu Zhang
Olivier Déforges
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2
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M-LVC: Multiple Frames Prediction for Learned Video Compression
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2020
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Jianping Lin
Dong Liu
Houqiang Li
Feng Wu
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2
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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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2
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Learning for Video Compression With Hierarchical Quality and Recurrent Enhancement
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2020
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Ren Yang
Fabian Mentzer
Luc Van Gool
Radu Timofte
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2
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Learned Video Compression via Joint Spatial-Temporal Correlation Exploration
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2020
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Haojie Liu
Han Shen
Lichao Huang
Ming Lu
Tong Chen
Zhan Ma
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2
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Scalable Object Detection Using Deep Neural Networks
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2014
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Dumitru Erhan
Christian Szegedy
Alexander Toshev
Dragomir Anguelov
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2
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Feature Pyramid Networks for Object Detection
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2017
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Tsung-Yi Lin
Piotr Dollár
Ross Girshick
Kaiming He
Bharath Hariharan
Serge Belongie
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2
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EDVR: Video Restoration With Enhanced Deformable Convolutional Networks
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2019
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Xintao Wang
Kelvin C. K. Chan
Ke Yu
Chao Dong
Chen Change Loy
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2
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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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2
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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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2
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Multi-Scale Context Aggregation by Dilated Convolutions
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2015
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Fisher Yu
Vladlen Koltun
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2
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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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2
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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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2
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ParseNet: Looking Wider to See Better
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2015
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Wei Liu
Andrew Rabinovich
Alexander C. Berg
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2
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Decoupled Weight Decay Regularization
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2017
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Ilya Loshchilov
Frank Hutter
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2
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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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2
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Learning to Segment Object Candidates
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2015
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Pedro O. Pinheiro
Ronan Collobert
Piotr Dollár
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2
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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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2
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ImageNet Large Scale Visual Recognition Challenge
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2015
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Olga Russakovsky
Jia Deng
Hao Su
Jonathan Krause
Sanjeev Satheesh
Sean Ma
Zhiheng Huang
Andrej Karpathy
Aditya Khosla
Michael S. Bernstein
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2
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Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
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2018
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Liang-Chieh Chen
Yukun Zhu
George Papandreou
Florian Schroff
Hartwig Adam
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2
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