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Making the Invisible Visible: Action Recognition Through Walls and Occlusions
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2019
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Tianhong Li
Lijie Fan
M. Zhao
Yingcheng Liu
Dina Katabi
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7
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Learning Longterm Representations for Person Re-Identification Using Radio Signals
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2020
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Lijie Fan
Tianhong Li
Rongyao Fang
Rumen Hristov
Yuan Yuan
Dina Katabi
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6
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Unsupervised Visual Representation Learning by Context Prediction
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2015
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Carl Doersch
Abhinav Gupta
Alexei A. Efros
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6
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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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6
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Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset
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2017
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João Carreira
Andrew Zisserman
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6
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Bootstrap your own latent: A new approach to self-supervised Learning
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2020
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Jean-Bastien Grill
Florian Strub
Florent Altché
Corentin Tallec
Pierre H. Richemond
Elena Buchatskaya
Carl Doersch
Bernardo Ávila Pires
Zhaohan Daniel Guo
Mohammad Gheshlaghi Azar
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5
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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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5
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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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5
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Controllable Image-to-Video Translation: A Case Study on Facial Expression Generation
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2019
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Lijie Fan
Wenbing Huang
Chuang Gan
Junzhou Huang
Boqing Gong
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4
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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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4
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Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere
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2020
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Tongzhou Wang
Phillip Isola
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4
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End-to-End Learning of Motion Representation for Video Understanding
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2018
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Lijie Fan
Wenbing Huang
Chuang Gan
Stefano Ermon
Boqing Gong
Junzhou Huang
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4
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RMPE: Regional Multi-person Pose Estimation
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2017
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Hao-Shu Fang
Shuqin Xie
Yu‐Wing Tai
Cewu Lu
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4
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Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation
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2018
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Chao Li
Qiaoyong Zhong
Di Xie
Shiliang Pu
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4
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FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age
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2019
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Kimmo Kärkkäinen
Jungseock Joo
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3
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Simple Baselines for Human Pose Estimation and Tracking
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2018
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Bin Xiao
Haiping Wu
Yichen Wei
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3
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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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3
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Exploring Simple Siamese Representation Learning
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2021
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Xinlei Chen
Kaiming He
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3
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Data-Efficient Image Recognition with Contrastive Predictive Coding
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2019
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Olivier J. Hénaff
Aravind Srinivas
Jeffrey De Fauw
Ali Razavi
Carl Doersch
S. M. Ali Eslami
Aäron van den Oord
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3
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What Makes for Good Views for Contrastive Learning?
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2020
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Yonglong Tian
Chen Sun
Ben Poole
Dilip Krishnan
Cordelia Schmid
Phillip Isola
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3
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Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
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2020
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Mathilde Caron
Ishan Misra
Julien Mairal
Priya Goyal
Piotr Bojanowski
Armand Joulin
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3
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Multi-Scale Dense Convolutional Networks for Efficient Prediction.
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2017
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Gao Huang
Danlu Chen
Tianhong Li
Felix Wu
Laurens van der Maaten
Kilian Q. Weinberger
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3
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On Mutual Information Maximization for Representation Learning
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2019
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Michael Tschannen
Josip Djolonga
Paul K. Rubenstein
Sylvain Gelly
Mario Lučić
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3
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Unsupervised Embedding Learning via Invariant and Spreading Instance Feature
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2019
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Mang Ye
Xu Zhang
Pong C. Yuen
Shih‐Fu Chang
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3
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Improved Baselines with Momentum Contrastive Learning
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2020
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Xinlei Chen
Haoqi Fan
Ross Girshick
Kaiming He
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3
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Intriguing Properties of Contrastive Losses
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2020
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Ting Chen
Calvin Luo
Lala Li
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3
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Sequence to Sequence -- Video to Text
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2015
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Subhashini Venugopalan
Marcus Rohrbach
Jeffrey Donahue
Raymond J. Mooney
Trevor Darrell
Kate Saenko
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2
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Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks
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2016
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Haonan Yu
Jiang Wang
Zhiheng Huang
Yi Yang
Wei Xu
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2
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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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2
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Beyond short snippets: Deep networks for video classification
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2015
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Joe Yue-Hei Ng
Matthew Hausknecht
Sudheendra Vijayanarasimhan
Oriol Vinyals
Rajat Monga
George Toderici
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2
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Deep Over-sampling Framework for Classifying Imbalanced Data
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2017
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Shin Ando
Chun Huang
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2
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Class-Balanced Loss Based on Effective Number of Samples
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2019
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Yin Cui
Menglin Jia
Tsung-Yi Lin
Yang Song
Serge Belongie
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2
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Attention is All you Need
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2017
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Ashish Vaswani
Noam Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan N. Gomez
Łukasz Kaiser
Illia Polosukhin
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2
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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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2
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Revisiting Temporal Modeling for Video-based Person ReID
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2018
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Jiyang Gao
Ram Nevatia
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2
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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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2
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Context Encoders: Feature Learning by Inpainting
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2016
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Deepak Pathak
Philipp Krähenbühl
Jeff Donahue
Trevor Darrell
Alexei A. Efros
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2
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Video Captioning via Hierarchical Reinforcement Learning
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2018
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Xin Wang
Wenhu Chen
Jiawei Wu
Yuan-Fang Wang
William Yang Wang
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2
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Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition
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2018
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Sijie Yan
Yuanjun Xiong
Dahua Lin
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2
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Quality Aware Network for Set to Set Recognition
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2017
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Yu Liu
Junjie Yan
Wanli Ouyang
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2
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Co-occurrence Feature Learning for Skeleton based Action Recognition using Regularized Deep LSTM Networks
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2016
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Wentao Zhu
Cuiling Lan
Junliang Xing
Wenjun Zeng
Yanghao Li
Li Shen
Xiaohui Xie
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2
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Deep Representation Learning With Part Loss for Person Re-Identification
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2019
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Hantao Yao
Shiliang Zhang
Richang Hong
Yongdong Zhang
Changsheng Xu
Qi Tian
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2
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Large-Scale Long-Tailed Recognition in an Open World
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2019
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Ziwei Liu
Zhongqi Miao
Xiaohang Zhan
Jiayun Wang
Boqing Gong
Stella X. Yu
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2
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A systematic study of the class imbalance problem in convolutional neural networks
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2018
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Mateusz Buda
Atsuto Maki
Maciej A. Mazurowski
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2
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The iNaturalist Species Classification and Detection Dataset
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2018
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Grant Van Horn
Oisin Mac Aodha
Yang Song
Yin Cui
Chen Sun
Alex Shepard
Hartwig Adam
Pietro Perona
Serge Belongie
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2
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Imbalanced Deep Learning by Minority Class Incremental Rectification
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2018
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Qi Dong
Shaogang Gong
Xiatian Zhu
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2
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Learning deep representations by mutual information estimation and maximization
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2018
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R Devon Hjelm
Alex Fedorov
Samuel Lavoie-Marchildon
Karan Grewal
Phil Bachman
Adam Trischler
Yoshua Bengio
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2
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Variational Autoencoder for Deep Learning of Images, Labels and Captions
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2016
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Yunchen Pu
Zhe Gan
Ricardo Henao
Xin Yuan
Chunyuan Li
Andrew Stevens
Lawrence Carin
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2
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Relay Backpropagation for Effective Learning of Deep Convolutional Neural Networks
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2016
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Li Shen
Zhouchen Lin
Qingming Huang
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2
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OpenPose: Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields
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2019
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Zhe Cao
Gines Hidalgo
Tomas Simon
Shih-En Wei
Yaser Sheikh
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2
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