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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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13
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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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11
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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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10
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Stacked Hourglass Networks for Human Pose Estimation
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2016
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Alejandro Newell
Kaiyu Yang
Jia Deng
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9
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Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
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2015
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Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
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9
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Feature Pyramid Networks for Object Detection
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2017
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Tsung-Yi Lin
Piotr DollĂĄr
Ross Girshick
Kaiming He
Bharath Hariharan
Serge Belongie
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7
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You Only Look Once: Unified, Real-Time Object Detection
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2016
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Joseph Redmon
Santosh Divvala
Ross Girshick
Ali Farhadi
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7
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Exposing DeepFake Videos By Detecting Face Warping Artifacts
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2018
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Yuezun Li
Siwei Lyu
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7
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MesoNet: a Compact Facial Video Forgery Detection Network
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2018
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Darius Afchar
Vincent Nozick
Junichi Yamagishi
Isao Echizen
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7
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CornerNet: Detecting Objects as Paired Keypoints
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2018
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Hei Law
Jia Deng
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6
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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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6
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Multi-task Learning for Detecting and Segmenting Manipulated Facial Images and Videos
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2019
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Huy H. Nguyen
Fuming Fang
Junichi Yamagishi
Isao Echizen
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6
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Deep High-Resolution Representation Learning for Human Pose Estimation
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2019
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Ke Sun
Bin Xiao
Dong Liu
Jingdong Wang
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6
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Cascade R-CNN: Delving Into High Quality Object Detection
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2018
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Zhaowei Cai
Nuno Vasconcelos
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6
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Single-Shot Refinement Neural Network for Object Detection
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2018
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Shifeng Zhang
Longyin Wen
Xiao Bian
Zhen Lei
Stan Z. Li
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6
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Deformable Convolutional Networks
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2017
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Jifeng Dai
Haozhi Qi
Yuwen Xiong
Yi Li
Guodong Zhang
Han Hu
Yichen Wei
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6
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FaceForensics++: Learning to Detect Manipulated Facial Images
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2019
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Andreas Rössler
Davide Cozzolino
Luisa Verdoliva
Christian RieĂ
Justus Thies
Matthias NieĂner
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6
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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 DollĂĄr
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5
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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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5
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Going deeper with convolutions
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2015
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Christian Szegedy
Wei Liu
Yangqing Jia
Pierre Sermanet
Scott Reed
Dragomir Anguelov
Dumitru Erhan
Vincent Vanhoucke
Andrew Rabinovich
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5
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Adam: A Method for Stochastic Optimization
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2014
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Diederik P. Kingma
Jimmy Ba
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5
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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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5
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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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5
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Improving Object Localization with Fitness NMS and Bounded IoU Loss
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2018
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Lachlan Tychsen-Smith
Lars Petersson
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4
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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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4
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Scale-Aware Trident Networks for Object Detection
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2019
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Yanghao Li
Yuntao Chen
Naiyan Wang
Zhaoxiang Zhang
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4
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Object Detection via a Multi-region and Semantic Segmentation-Aware CNN Model
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2015
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Spyros Gidaris
Nikos Komodakis
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4
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Use of a Capsule Network to Detect Fake Images and Videos
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2019
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Huy H. Nguyen
Junichi Yamagishi
Isao Echizen
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4
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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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4
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Recurrent Human Pose Estimation
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2017
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Vasileios Belagiannis
Andrew Zisserman
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4
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A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection
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2016
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Zhaowei Cai
Quanfu Fan
Rogério Feris
Nuno Vasconcelos
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4
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DeNet: Scalable Real-Time Object Detection with Directed Sparse Sampling
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2017
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Lachlan Tychsen-Smith
Lars Petersson
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4
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Soft-NMS â Improving Object Detection with One Line of Code
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2017
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Navaneeth Bodla
Bharat Singh
Rama Chellappa
Larry S. Davis
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4
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DeeperCut: A Deeper, Stronger, and Faster Multi-person Pose Estimation Model
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2016
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Eldar Insafutdinov
Leonid Pishchulin
Bjoern Andres
Mykhaylo Andriluka
Bernt Schiele
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4
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Bottom-Up Object Detection by Grouping Extreme and Center Points
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2019
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Xingyi Zhou
Jiacheng Zhuo
Philipp KrĂ€henbĂŒhl
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4
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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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4
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Beyond Skip Connections: Top-Down Modulation for Object Detection
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2016
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Abhinav Shrivastava
Rahul Sukthankar
Jitendra Malik
Abhinav Gupta
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4
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RON: Reverse Connection with Objectness Prior Networks for Object Detection
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2017
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Tao Kong
Fuchun Sun
Anbang Yao
Huaping Liu
Ming Lu
Yurong Chen
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4
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Exposing DeepFake Videos By Detecting Face Warping Artifacts
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2018
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Yuezun Li
Siwei Lyu
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4
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Deep Learning Face Attributes in the Wild
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2015
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Ziwei Liu
Ping Luo
Xiaogang Wang
Xiaoou Tang
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4
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Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks
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2016
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Sean Bell
C. Lawrence Zitnick
Kavita Bala
Ross Girshick
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4
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In Ictu Oculi: Exposing AI Generated Fake Face Videos by Detecting Eye Blinking
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2018
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Yuezun Li
Ming-Ching Chang
Siwei Lyu
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4
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Learning Object Detectors from Scratch with Gated Recurrent Feature Pyramids.
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2017
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Zhiqiang Shen
Humphrey Shi
Rogério Feris
Liangliang Cao
Shuicheng Yan
Ding Liu
Xinchao Wang
Xiangyang Xue
Thomas S. Huang
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4
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FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces
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2018
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Andreas Rössler
Davide Cozzolino
Luisa Verdoliva
Christian RieĂ
Justus Thies
Matthias NieĂner
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4
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DeepPose: Human Pose Estimation via Deep Neural Networks
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2014
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Alexander Toshev
Christian Szegedy
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4
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Dynamic Routing Between Capsules
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2017
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Sara Sabour
Nicholas Frosst
Geoffrey E. Hinton
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4
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DSOD: Learning Deeply Supervised Object Detectors from Scratch
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2017
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Zhiqiang Shen
Zhuang Liu
Jianguo Li
YuâGang Jiang
Yurong Chen
Xiangyang Xue
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4
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Densely Connected Convolutional Networks
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2017
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Gao Huang
Zhuang Liu
Laurens van der Maaten
Kilian Q. Weinberger
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3
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An Analysis of Scale Invariance in Object Detection - SNIP
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2018
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Bharat Singh
Larry S. Davis
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3
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ScratchDet: Training Single-Shot Object Detectors From Scratch
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2019
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Rui Zhu
Shifeng Zhang
Xiaobo Wang
Longyin Wen
Hailin Shi
Liefeng Bo
Tao Mei
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3
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