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Keep It SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image
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2016
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Federica Bogo
Angjoo Kanazawa
Christoph Lassner
Peter Gehler
Javier Romero
Michael J. Black
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1
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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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1
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Realtime Multi-person 2D Pose Estimation Using Part Affinity Fields
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2017
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Zhe Cao
Tomas Simon
Shih-En Wei
Yaser Sheikh
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1
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Soft + Hardwired attention: An LSTM framework for human trajectory prediction and abnormal event detection
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2018
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Tharindu Fernando
Simon Denman
Sridha Sridharan
Clinton Fookes
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1
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DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents
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2017
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Namhoon Lee
Wongun Choi
Paul Vernaza
Christopher Choy
Philip H. S. Torr
Manmohan Chandraker
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1
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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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1
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Social Attention: Modeling Attention in Human Crowds
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2018
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Anirudh Vemula
Katharina Muelling
Jean Oh
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1
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W-TALC: Weakly-Supervised Temporal Activity Localization and Classification
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2018
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Sujoy Paul
Sourya Roy
Amit K. RoyâChowdhury
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1
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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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1
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FFT multichannel interpolation and application to image super-resolution
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2019
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Dong Cheng
Kit Ian Kou
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1
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Gaussian Temporal Awareness Networks for Action Localization
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2019
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Fuchen Long
Ting Yao
Zhaofan Qiu
Xinmei Tian
Jiebo Luo
Tao Mei
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1
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BSN: Boundary Sensitive Network for Temporal Action Proposal Generation
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2018
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Tianwei Lin
Xu Zhao
Haisheng Su
Chongjing Wang
Ming Yang
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1
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SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints
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2019
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Amir Sadeghian
Vineet Kosaraju
Ali Sadeghian
Noriaki Hirose
Hamid Rezatofighi
Silvio Savarese
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1
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Generalized Intersection Over Union: A Metric and a Loss for Bounding Box Regression
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2019
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Hamid Rezatofighi
Nathan Tsoi
JunYoung Gwak
Amir Sadeghian
Ian Reid
Silvio Savarese
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1
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Learning Individual Styles of Conversational Gesture
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2019
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Shiry Ginosar
Amir Bar
Gefen Kohavi
Caroline Chan
Andrew Owens
Jitendra Malik
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1
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Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks
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2018
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Agrim Gupta
Justin Johnson
Li Fei-Fei
Silvio Savarese
Alexandre Alahi
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1
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SGDR: Stochastic Gradient Descent with Warm Restarts
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2016
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Ilya Loshchilov
Frank Hutter
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1
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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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1
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SR-LSTM: State Refinement for LSTM Towards Pedestrian Trajectory Prediction
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2019
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Pu Zhang
Wanli Ouyang
Pengfei Zhang
Jianru Xue
Nanning Zheng
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1
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Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies
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2018
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Hanbyul Joo
Tomas Simon
Yaser Sheikh
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1
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Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset
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2017
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JoĂŁo Carreira
Andrew Zisserman
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1
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Particle-based Pedestrian Path Prediction using LSTM-MDL Models
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2018
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Ronny Hug
Stefan Becker
Wolfgang HĂźbner
Michael Arens
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1
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Neural Discrete Representation Learning
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2017
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Aäron van den Oord
Oriol Vinyals
Koray Kavukcuoglu
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1
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Convolutional Social Pooling for Vehicle Trajectory Prediction
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2018
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Nachiket Deo
Mohan M. Trivedi
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1
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End-to-End Recovery of Human Shape and Pose
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2018
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Angjoo Kanazawa
Michael J. Black
David W. Jacobs
Jitendra Malik
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1
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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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1
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Probabilistic vehicle trajectory prediction over occupancy grid map via recurrent neural network
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2017
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ByeoungDo Kim
Chang Mook Kang
Jaekyum Kim
Seung Hi Lee
Chung Choo Chung
Jun Won Choi
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1
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Temporal Action Detection with Structured Segment Networks
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2017
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Yue Zhao
Yuanjun Xiong
Limin Wang
Zhirong Wu
Xiaoou Tang
Dahua Lin
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1
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Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning
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2017
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Christian Szegedy
Sergey Ioffe
Vincent Vanhoucke
Alexander A. Alemi
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1
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Multimodal Trajectory Predictions for Autonomous Driving using Deep Convolutional Networks
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2019
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Henggang Cui
Vladan RadosavljeviÄ
FangâChieh Chou
Tsung-Han Lin
Thi Nguyen
Tzu-Kuo Huang
Jeff Schneider
Nemanja Djuric
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1
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Robots Learn Social Skills: End-to-End Learning of Co-Speech Gesture Generation for Humanoid Robots
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2019
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Youngwoo Yoon
Woo-Ri Ko
Minsu Jang
Jaeyeon Lee
Jaehong Kim
Geehyuk Lee
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1
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ArcFace: Additive Angular Margin Loss for Deep Face Recognition
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2019
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Jiankang Deng
Jia Guo
Niannan Xue
Stefanos Zafeiriou
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1
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Expressive Body Capture: 3D Hands, Face, and Body From a Single Image
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2019
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Georgios Pavlakos
Vasileios Choutas
Nima Ghorbani
Timo Bolkart
Ahmed A. A. Osman
Dimitrios Tzionas
Michael J. Black
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1
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Capture, Learning, and Synthesis of 3D Speaking Styles
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2019
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Daniel Cudeiro
Timo Bolkart
Cassidy Laidlaw
Anurag Ranjan
Michael J. Black
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1
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PRECOG: PREdiction Conditioned on Goals in Visual Multi-Agent Settings
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2019
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Nicholas Rhinehart
Rowan McAllister
Kris Kitani
Sergey Levine
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1
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FCOS: Fully Convolutional One-Stage Object Detection
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2019
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Zhi Tian
Chunhua Shen
Hao Chen
Tong He
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1
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BMN: Boundary-Matching Network for Temporal Action Proposal Generation
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2019
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Tianwei Lin
Xiao Liu
Xin Li
Errui Ding
Shilei Wen
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1
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Learning Trajectory Dependencies for Human Motion Prediction
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2019
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Wei Mao
Miaomiao Liu
Mathieu Salzmann
Hongdong Li
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1
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The Trajectron: Probabilistic Multi-Agent Trajectory Modeling With Dynamic Spatiotemporal Graphs
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2019
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Boris Ivanovic
Marco Pavone
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1
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Graph Convolutional Networks for Temporal Action Localization
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2019
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Runhao Zeng
Wenbing Huang
Chuang Gan
Mingkui Tan
Yu Rong
Peilin Zhao
Junzhou Huang
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1
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SlowFast Networks for Video Recognition
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2019
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Christoph Feichtenhofer
Haoqi Fan
Jitendra Malik
Kaiming He
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1
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HACS: Human Action Clips and Segments Dataset for Recognition and Temporal Localization
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2019
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Hang Zhao
Antonio Torralba
Lorenzo Torresani
Zhicheng Yan
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1
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Fast Learning of Temporal Action Proposal via Dense Boundary Generator
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2020
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Chuming Lin
Jian Li
Yabiao Wang
Ying Tai
Donghao Luo
Zhipeng Cui
Chengjie Wang
Jilin Li
Feiyue Huang
Rongrong Ji
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1
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Longformer: The Long-Document Transformer
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2020
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Iz Beltagy
Matthew E. Peters
Arman Cohan
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1
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End-to-End Object Detection with Transformers
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2020
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Nicolas Carion
Francisco Massa
Gabriel Synnaeve
Nicolas Usunier
Alexander Kirillov
Sergey Zagoruyko
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1
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G-TAD: Sub-Graph Localization for Temporal Action Detection
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2020
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Mengmeng Xu
Chen Zhao
David S. Rojas
Ali Thabet
Bernard Ghanem
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1
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Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction
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2020
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Abduallah Mohamed
Kun Qian
Mohamed Elhoseiny
Christian Claudel
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1
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Recursive Social Behavior Graph for Trajectory Prediction
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2020
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Jianhua Sun
Qinhong Jiang
Cewu Lu
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1
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MANTRA: Memory Augmented Networks for Multiple Trajectory Prediction
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2020
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Francesco Marchetti
Federico Becattini
Lorenzo Seidenari
Alberto Del Bimbo
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1
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Conditional Image Generation with PixelCNN Decoders
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2016
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Aäron van den Oord
Nal Kalchbrenner
Oriol Vinyals
Lasse Espeholt
Alex Graves
Koray Kavukcuoglu
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1
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