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A Simple Framework for Contrastive Learning of Visual Representations
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2020
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Ting Chen
Simon Kornblith
Mohammad Norouzi
Geoffrey E. Hinton
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3
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Self-Supervised Learning of Pretext-Invariant Representations
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2020
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Ishan Misra
Laurens van der Maaten
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2
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Image-to-Image Translation with Conditional Adversarial Networks
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2017
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Phillip Isola
Jun-Yan Zhu
Tinghui Zhou
Alexei A. Efros
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2
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Generating Videos with Scene Dynamics
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2016
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Carl Vondrick
Hamed Pirsiavash
Antonio Torralba
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2
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Video Frame Synthesis Using Deep Voxel Flow
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2017
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Ziwei Liu
Raymond A. Yeh
Xiaoou Tang
Yiming Liu
Aseem Agarwala
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2
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Scale-Recurrent Network for Deep Image Deblurring
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2018
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Xin Tao
Hongyun Gao
Xiaoyong Shen
Jue Wang
Jiaya Jia
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2
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Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring
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2017
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Seungjun Nah
Tae Hyun Kim
Kyoung Mu Lee
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2
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Deep Stereo: Learning to Predict New Views from the World's Imagery
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2016
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John P. Flynn
Ivan Neulander
James Philbin
Noah Snavely
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2
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A Neural Approach to Blind Motion Deblurring
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2016
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Ayan Chakrabarti
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2
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Representation Learning with Contrastive Predictive Coding
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2018
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Aäron van den Oord
Yazhe Li
Oriol Vinyals
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2
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Enhanced Deep Residual Networks for Single Image Super-Resolution
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2017
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Bee Lim
Sanghyun Son
Heewon Kim
Seungjun Nah
Kyoung Mu Lee
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2
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View Synthesis by Appearance Flow
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2016
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Tinghui Zhou
Shubham Tulsiani
Weilun Sun
Jitendra Malik
Alexei A. Efros
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2
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Momentum Contrast for Unsupervised Visual Representation Learning
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2020
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Kaiming He
Haoqi Fan
Yuxin Wu
Saining Xie
Ross Girshick
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2
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Video Representation Learning Using Discriminative Pooling
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2018
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Jue Wang
Anoop Cherian
Fatih Porikli
Stephen Jay Gould
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2
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Show and tell: A neural image caption generator
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2015
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Oriol Vinyals
Alexander Toshev
Samy Bengio
Dumitru Erhan
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2
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Residual Dense Network for Image Super-Resolution
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2018
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Yulun Zhang
Yapeng Tian
Yu Kong
Bineng Zhong
Yun Fu
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2
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Debiased Contrastive Learning
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2020
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Ching-Yao Chuang
Joshua Robinson
Yen-Chen Lin
Antonio Torralba
Stefanie Jegelka
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2
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From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur
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2017
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Dong Gong
Jie Yang
Lingqiao Liu
Yanning Zhang
Ian Reid
Chunhua Shen
Anton van den Hengel
Qinfeng Shi
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2
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Learning a convolutional neural network for non-uniform motion blur removal
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2015
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Jian Sun
Wenfei Cao
Zongben Xu
Jean Ponce
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2
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Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification
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2018
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Saining Xie
Chen Sun
Jonathan Huang
Zhuowen Tu
Kevin Murphy
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2
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The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation
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2017
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Simon Jégou
Michal Drozdzal
David Vázquez
Adriana Romero
Yoshua Bengio
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2
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Examining the Impact of Blur on Recognition by Convolutional Networks
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2016
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Igor Vasiljevic
Ayan Chakrabarti
Gregory Shakhnarovich
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2
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UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild
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2012
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Khurram Soomro
Amir Zamir
Mubarak Shah
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1
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Colorization as a Proxy Task for Visual Understanding
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2017
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Gustav Larsson
Michael Maire
Gregory Shakhnarovich
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1
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Speech recognition with deep recurrent neural networks
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2013
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Alex Graves
Abdelrahman Mohamed
Geoffrey E. Hinton
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1
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Asynchronous Temporal Fields for Action Recognition
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2017
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Gunnar A. Sigurdsson
Santosh Divvala
Ali Farhadi
Abhinav Gupta
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1
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Learning from Noisy Large-Scale Datasets with Minimal Supervision
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2017
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Andreas Veit
Neil Alldrin
Gal Chechik
Ivan Krasin
Abhinav Gupta
Serge Belongie
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1
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Hollywood in Homes: Crowdsourcing Data Collection for Activity Understanding
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2016
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Gunnar A. Sigurdsson
Gül Varol
Xiaolong Wang
Ali Farhadi
Ivan Laptev
Abhinav Gupta
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1
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Chained Multi-stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection
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2017
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Mohammadreza Zolfaghari
Gabriel L. Oliveira
Nima Sedaghat
Thomas Brox
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1
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Generalized Rank Pooling for Activity Recognition
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2017
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Anoop Cherian
Basura Fernando
Mehrtash Harandi
Stephen Jay Gould
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1
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Stochastic Negative Mining for Learning with Large Output Spaces
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2018
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Sashank J. Reddi
Satyen Kale
Felix Yu
Dan Holtmann-Rice
Jiecao Chen
Sanjiv Kumar
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1
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Deep Clustering for Unsupervised Learning of Visual Features
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2018
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Mathilde Caron
Piotr Bojanowski
Armand Joulin
Matthijs Douze
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1
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Contrastive Multiview Coding
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2019
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Yonglong Tian
Dilip Krishnan
Phillip Isola
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1
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Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles
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2016
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Mehdi Noroozi
Paolo Favaro
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1
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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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1
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Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition
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2019
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Lei Shi
Yifan Zhang
Jian Cheng
Hanqing Lu
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1
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Compact Generalized Non-local Network
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2018
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Kaiyu Yue
Ming Sun
Yuchen Yuan
Feng Zhou
Errui Ding
Fuxin Xu
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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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Actor-Centric Relation Network
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2018
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Chen Sun
Abhinav Shrivastava
Carl Vondrick
Kevin Murphy
Rahul Sukthankar
Cordelia Schmid
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1
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Representation Learning with Contrastive Predictive Coding
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2018
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Aäron van den Oord
Yazhe Li
Oriol Vinyals
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1
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AutoAugment: Learning Augmentation Policies from Data
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2018
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Ekin D. Cubuk
Barret Zoph
Dandelion Mané
Vijay Vasudevan
Quoc V. Le
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1
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Deep Video Deblurring.
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2016
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Shuochen Su
Mauricio Delbracio
Jue Wang
Guillermo Sapiro
Wolfgang Heidrich
Oliver Wang
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1
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Learning Representations for Automatic Colorization
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2016
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Gustav Larsson
Michael Maire
Gregory Shakhnarovich
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1
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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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1
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Learning to Extract a Video Sequence from a Single Motion-Blurred Image
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2018
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Meiguang Jin
Givi Meishvili
Paolo Favaro
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1
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Generating Videos with Scene Dynamics
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2016
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Carl Vondrick
Hamed Pirsiavash
Antonio Torralba
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1
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2D/3D Pose Estimation and Action Recognition Using Multitask Deep Learning
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2018
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Diogo Luvizon
David Picard
Hedi Tabia
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1
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An efficient framework for learning sentence representations
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2018
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Lajanugen Logeswaran
Honglak Lee
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1
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Unsupervised Representation Learning by Predicting Image Rotations
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2018
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Spyros Gidaris
Praveer Singh
Nikos Komodakis
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1
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Temporal Segment Networks: Towards Good Practices for Deep Action Recognition
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2016
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Limin Wang
Yuanjun Xiong
Zhe Wang
Yu Qiao
Dahua Lin
Xiaoou Tang
Luc Van Gool
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1
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