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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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6
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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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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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5
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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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4
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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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Deep visual-semantic alignments for generating image descriptions
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2015
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Andrej Karpathy
Li Fei-Fei
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2
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Natural Language Object Retrieval
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2016
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Ronghang Hu
Huazhe Xu
Marcus Rohrbach
Jiashi Feng
Kate Saenko
Trevor Darrell
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2
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DenseCap: Fully Convolutional Localization Networks for Dense Captioning
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2016
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Justin Johnson
Andrej Karpathy
Li Fei-Fei
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2
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3D ShapeNets: A deep representation for volumetric shapes
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2015
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Zhirong Wu
Shuran Song
Aditya Khosla
Fisher Yu
Linguang Zhang
Xiaoou Tang
Jianxiong Xiao
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2
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Render for CNN: Viewpoint Estimation in Images Using CNNs Trained with Rendered 3D Model Views
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2015
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Hao Su
Charles R. Qi
Yangyan Li
Leonidas Guibas
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2
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VISALOGY: Answering Visual Analogy Questions
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2015
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Fereshteh Sadeghi
C. Lawrence Zitnick
Ali Farhadi
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2
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From captions to visual concepts and back
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2015
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Hao Fang
Saurabh Gupta
Forrest Iandola
Rupesh K. Srivastava
Li Deng
Piotr Dollár
Jianfeng Gao
Xiaodong He
Margaret Mitchell
John Platt
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2
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You Only Look Once: Unified, Real-Time Object Detection
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2015
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Joseph Redmon
Santosh Divvala
Ross Girshick
Ali Farhadi
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2
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Recurrent Models of Visual Attention
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2014
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Volodymyr Mnih
Nicolas Heess
Alex Graves
Koray Kavukcuoglu
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2
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Long-term recurrent convolutional networks for visual recognition and description
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2015
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Jeff Donahue
Lisa Anne Hendricks
Sergio Guadarrama
Marcus Rohrbach
Subhashini Venugopalan
Trevor Darrell
Kate Saenko
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2
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Viewpoints and keypoints
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2015
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Shubham Tulsiani
Jitendra Malik
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2
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Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
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2015
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Shaoqing Ren
Kaiming He
Ross Girshick
Jian Sun
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2
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Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models
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2014
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Ryan Kiros
Ruslan Salakhutdinov
Richard S. Zemel
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2
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Modelling Observation Correlations for Active Exploration and Robust Object Detection
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2012
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Javier Vélez
Garrett Hemann
A. S. Huang
Ingmar Posner
Nicholas Roy
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2
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Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN)
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2014
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Junhua Mao
Wei Xu
Yi Yang
Jiang Wang
Zhiheng Huang
Alan Yuille
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2
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Render for CNN: Viewpoint Estimation in Images Using CNNs Trained with Rendered 3D Model Views
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2015
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Hao Su
Charles R. Qi
Yangyan Li
Leonidas Guibas
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2
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Robot In a Room: Toward Perfect Object Recognition in Closed Environments
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2015
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Shuran Song
Linguang Zhang
Jianxiong Xiao
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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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Generation and Comprehension of Unambiguous Object Descriptions
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2016
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Junhua Mao
Jonathan Huang
Alexander Toshev
Oana Camburu
Alan Yuille
Kevin Murphy
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2
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Recovering 6D Object Pose and Predicting Next-Best-View in the Crowd
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2016
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Andreas Doumanoglou
Rigas Kouskouridas
Sotiris Malassiotis
Tae‐Kyun Kim
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2
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Look-Ahead Before You Leap: End-to-End Active Recognition by Forecasting the Effect of Motion
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2016
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Dinesh Jayaraman
Kristen Grauman
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2
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End-to-end Optimized Image Compression
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2016
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Johannes Ballé
Valero Laparra
Eero P. Simoncelli
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1
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Pairwise Decomposition of Image Sequences for Active Multi-view Recognition
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2016
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Edward Johns
Stefan Leutenegger
Andrew J. Davison
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1
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Multiview RGB-D Dataset for Object Instance Detection
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2016
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Georgios Georgakis
Md Alimoor Reza
Arsalan Mousavian
Phi-Hung Le
Jana Košecká
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1
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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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1
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Variational Autoencoders for Collaborative Filtering
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2018
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Dawen Liang
Rahul G. Krishnan
Matthew D. Hoffman
Tony Jebara
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1
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Fast Single Shot Detection and Pose Estimation
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2016
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Patrick Poirson
Phil Ammirato
Cheng-Yang Fu
Wei Liu
Jana Košecká
Alexander C. Berg
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1
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RGBD Datasets: Past, Present and Future
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2016
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Michael Firman
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1
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Semi-Supervised Classification with Graph Convolutional Networks
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2016
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Thomas Kipf
Max Welling
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1
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Variational image compression with a scale hyperprior
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2018
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Johannes Ballé
David Minnen
Saurabh Singh
Sung Jin Hwang
Nick Johnston
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1
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LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation
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2020
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Xiangnan He
Kuan Deng
Xiang Wang
Yan Li
Yongdong Zhang
Meng Wang
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1
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Training with Quantization Noise for Extreme Model Compression
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2020
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Angela Fan
Pierre Stock
Benjamin Graham
Édouard Grave
Rémi Gribonval
Hervé Jeǵou
Armand Joulin
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1
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Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains
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2020
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Matthew Tancik
Pratul P. Srinivasan
Ben Mildenhall
Sara Fridovich-Keil
Nithin Raghavan
Utkarsh Singhal
Ravi Ramamoorthi
Jonathan T. Barron
Ren Ng
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1
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Neural Collaborative Filtering vs. Matrix Factorization Revisited
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2020
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Steffen Rendle
Walid Krichene
Li Zhang
John R. Anderson
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1
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Revisiting Graph Neural Networks for Link Prediction
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2021
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Muhan Zhang
Li Pan
Yinglong Xia
Kai Wang
Long Jin
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1
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Combining Label Propagation and Simple Models Out-performs Graph Neural Networks
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2020
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Qian Huang
Horace He
Abhay Pratap Singh
Ser-Nam Lim
Austin R. Benson
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1
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Grounding of Textual Phrases in Images by Reconstruction
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2016
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Anna Rohrbach
Marcus Rohrbach
Ronghang Hu
Trevor Darrell
Bernt Schiele
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1
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Neural Graph Collaborative Filtering
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2019
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Xiang Wang
Xiangnan He
Meng Wang
Fuli Feng
Tat‐Seng Chua
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1
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Disentangled Graph Collaborative Filtering
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2020
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Xiang Wang
Hongye Jin
An Zhang
Xiangnan He
Tong Xu
Tat‐Seng Chua
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1
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Graph Convolutional Neural Networks for Web-Scale Recommender Systems
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2018
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Rex Ying
Ruining He
Kaifeng Chen
Pong Eksombatchai
William L. Hamilton
Jure Leskovec
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1
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NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis
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2020
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Ben Mildenhall
Pratul P. Srinivasan
Matthew Tancik
Jonathan T. Barron
Ravi Ramamoorthi
Ren Ng
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1
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Learning Continuous Image Representation with Local Implicit Image Function
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2021
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Yinbo Chen
Sifei Liu
Xiaolong Wang
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1
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The Lottery Ticket Hypothesis for Object Recognition
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2021
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Sharath Girish
Shishira R Maiya
Kamal Gupta
Hao Chen
Larry S. Davis
Abhinav Shrivastava
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1
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Learned Initializations for Optimizing Coordinate-Based Neural Representations
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2021
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Matthew Tancik
Ben Mildenhall
Terrance Wang
D. N. Schmidt
Pratul P. Srinivasan
Jonathan T. Barron
Ren Ng
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1
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Graph Trend Networks for Recommendations.
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2021
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Wenqi Fan
Xiaorui Liu
Wei Jin
Xiangyu Zhao
Jiliang Tang
Qing Li
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1
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