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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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Efficient Estimation of Word Representations in Vector Space
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2013
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TomĂĄĹĄ Mikolov
Kai Chen
Greg S. Corrado
Jay B. Dean
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4
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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
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2018
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Jacob Devlin
MingâWei Chang
Kenton Lee
Kristina Toutanova
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3
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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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3
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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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3
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Neural Collaborative Filtering
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2017
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Xiangnan He
Lizi Liao
Hanwang Zhang
Liqiang Nie
Xia Hu
TatâSeng Chua
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3
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S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization
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2020
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Kun Zhou
Hui Wang
Wayne Xin Zhao
Yutao Zhu
Sirui Wang
Fuzheng Zhang
Zhongyuan Wang
Ji-Rong Wen
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2
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Rethinking the Truly Unsupervised Image-to-Image Translation
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2021
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Kyungjune Baek
Yunjey Choi
Youngjung Uh
Jaejun Yoo
Hyunjung Shim
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2
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Big Self-Supervised Models are Strong Semi-Supervised Learners
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2020
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Ting Chen
Simon Kornblith
Kevin Swersky
Mohammad Norouzi
Geoffrey E. Hinton
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2
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Morphological Word-Embeddings
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2015
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Ryan Cotterell
Hinrich SchĂźtze
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2
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Proxy Anchor Loss for Deep Metric Learning
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2020
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SungâYeon Kim
Dong-Won Kim
Minsu Cho
Suha Kwak
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2
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StarGAN v2: Diverse Image Synthesis for Multiple Domains
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2020
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Yunjey Choi
Youngjung Uh
Jaejun Yoo
Jung-Woo Ha
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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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Personalizing Session-based Recommendations with Hierarchical Recurrent Neural Networks
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2017
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Massimo Quadrana
Alexandros Karatzoglou
BalĂĄzs Hidasi
Paolo Cremonesi
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2
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DualGAN: Unsupervised Dual Learning for Image-to-Image Translation
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2017
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Zili Yi
Hao Zhang
Ping Tan
Minglun Gong
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2
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C2AE: Class Conditioned Auto-Encoder for Open-Set Recognition
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2019
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Poojan Oza
Vishal M. Patel
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2
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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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2
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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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2
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A Style-Based Generator Architecture for Generative Adversarial Networks
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2019
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Tero Karras
Samuli Laine
Timo Aila
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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 Krähenbßhl
Jeff Donahue
Trevor Darrell
Alexei A. Efros
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2
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A Closed-Form Solution to Photorealistic Image Stylization
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2018
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Yijun Li
Mingyu Liu
Xueting Li
MingâHsuan Yang
Jan Kautz
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2
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Why ReLU Networks Yield High-Confidence Predictions Far Away From the Training Data and How to Mitigate the Problem
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2019
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Matthias Hein
Maksym Andriushchenko
Julian Bitterwolf
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2
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Few-Shot Unsupervised Image-to-Image Translation
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2019
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Ming-Yu Liu
Xun Huang
Arun Mallya
Tero Karras
Timo Aila
Jaakko Lehtinen
Jan Kautz
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2
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Exploring the Limits of Language Modeling
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2016
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RafaĹ JĂłzefowicz
Oriol Vinyals
Mike Schuster
Noam Shazeer
Yonghui Wu
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2
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Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
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2015
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Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
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2
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Exploring Unlabeled Faces for Novel Attribute Discovery
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2020
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Hyojin Bahng
Sunghyo Chung
Seungjoo Yoo
Jaegul Choo
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2
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Image-Based Recommendations on Styles and Substitutes
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2015
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Julian McAuley
Christopher Targett
Qinfeng Shi
Anton van den Hengel
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2
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EfficientDet: Scalable and Efficient Object Detection
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2020
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Mingxing Tan
Ruoming Pang
Quoc V. Le
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2
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Collaborative Fashion Recommendation
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2015
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Yang Hu
Yi Xi
Larry S. Davis
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2
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Instance Normalization: The Missing Ingredient for Fast Stylization
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2016
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Dmitry Ulyanov
Andrea Vedaldi
Victor Lempitsky
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2
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Conditional Generative Adversarial Nets
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2014
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Mehdi Mirza
Simon Osindero
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2
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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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2
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A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks
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2016
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Dan Hendrycks
Kevin Gimpel
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2
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Exploiting Unlabeled Data in CNNs by Self-Supervised Learning to Rank
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2019
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Xialei Liu
Joost van de Weijer
Andrew D. Bagdanov
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2
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Anomaly Detection with Generative Adversarial Networks for Multivariate Time Series
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2018
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Dan Li
Dacheng Chen
Jonathan Goh
See-kiong Ng
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2
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Arbitrary Style Transfer in Real-Time with Adaptive Instance Normalization
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2017
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Xun Huang
Serge Belongie
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2
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BPR: Bayesian Personalized Ranking from Implicit Feedback
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2012
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Steffen Rendle
Christoph Freudenthaler
Zeno Gantner
Lars Schmidt-Thieme
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Deep Photo Style Transfer
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2017
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Fujun Luan
Sylvain Paris
Eli Shechtman
Kavita Bala
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2
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Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation
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2015
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Ling Wang
Chris Dyer
Alan W. Black
Isabel Trancoso
Ramon Fermandez
Silvio Amir
LuĂs Marujo
Tiago LuĂs
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2
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BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer
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2019
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Fei Sun
Jun Liu
Jian Wu
Changhua Pei
Lin Xiao
Wenwu Ou
Peng Jiang
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2
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DeepPermNet: Visual Permutation Learning
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2017
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Rodrigo Santa Cruz
Basura Fernando
Anoop Cherian
Stephen Jay Gould
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2
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Self-Attentive Sequential Recommendation
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2018
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Wang-Cheng Kang
Julian McAuley
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2
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Character-Aware Neural Language Models
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2015
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Yoon Kim
Yacine Jernite
David Sontag
Alexander M. Rush
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2
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VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback
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2016
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Ruining He
Julian McAuley
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2
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StarGAN: Unified Generative Adversarial Networks for Multi-domain Image-to-Image Translation
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2018
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Yunjey Choi
Minje Choi
Munyoung Kim
Jung-Woo Ha
Sunghun Kim
Jaegul Choo
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2
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Representation Learning by Learning to Count
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2017
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Mehdi Noroozi
Hamed Pirsiavash
Paolo Favaro
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2
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EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
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2019
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Mingxing Tan
Quoc V. Le
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2
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Boosting Named Entity Recognition with Neural Character Embeddings
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2015
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CĂcero Nogueira dos Santos
Victor GuimarĂŁes
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2
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Photorealistic Style Transfer via Wavelet Transforms
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2019
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Jaejun Yoo
Youngjung Uh
Sanghyuk Chun
Byeongkyu Kang
Jung-Woo Ha
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2
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Unsupervised Proxy Selection for Session-based Recommender Systems
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2021
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Junsu Cho
SeongKu Kang
Dongmin Hyun
Hwanjo Yu
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2
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