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GANerated Hands for Real-Time 3D Hand Tracking from Monocular RGB
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2018
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Franziska Mueller
Florian Bernard
Oleksandr Sotnychenko
Dushyant Mehta
Srinath Sridhar
Dan Casas
Christian Theobalt
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2
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Embodied hands
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2017
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Javier Romero
Dimitrios Tzionas
Michael J. Black
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2
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Stacked Hourglass Networks for Human Pose Estimation
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2016
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Alejandro Newell
Kaiyu Yang
Jia Deng
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2
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RMPE: Regional Multi-person Pose Estimation
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2017
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Hao-Shu Fang
Shuqin Xie
YuâWing Tai
Cewu Lu
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2
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Look at Boundary: A Boundary-Aware Face Alignment Algorithm
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2018
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Wenyan Wu
Chen Qian
Shuo Yang
Quan Wang
Yici Cai
Qiang Zhou
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2
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Monocular Total Capture: Posing Face, Body, and Hands in the Wild
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2019
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Donglai Xiang
Hanbyul Joo
Yaser Sheikh
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2
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DensePose: Dense Human Pose Estimation in the Wild
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2018
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Rıza Alp GĂŒler
Natalia Neverova
Iasonas Kokkinos
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2
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PoseTrack: A Benchmark for Human Pose Estimation and Tracking
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2018
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Mykhaylo Andriluka
Umar Iqbal
Eldar Insafutdinov
Leonid Pishchulin
Anton Milan
JĂŒergen Gall
Bernt Schiele
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2
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ArtTrack: Articulated Multi-Person Tracking in the Wild
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2017
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Eldar Insafutdinov
Mykhaylo Andriluka
Leonid Pishchulin
Siyu Tang
Evgeny Levinkov
Bjoern Andres
Bernt Schiele
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2
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DeeperCut: A Deeper, Stronger, and Faster Multi-person Pose Estimation Model
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2016
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Eldar Insafutdinov
Leonid Pishchulin
Bjoern Andres
Mykhaylo Andriluka
Bernt Schiele
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2
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Adam: A Method for Stochastic Optimization
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2014
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Diederik P. Kingma
Jimmy Ba
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2
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Benchmarking and Error Diagnosis in Multi-instance Pose Estimation
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2017
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Matteo Ruggero Ronchi
Pietro Perona
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2
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Cascaded Pyramid Network for Multi-person Pose Estimation
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2018
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Yilun Chen
Zhicheng Wang
Yuxiang Peng
Zhiqiang Zhang
Gang Yu
Jian Sun
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2
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Multi-Person Articulated Tracking With Spatial and Temporal Embeddings
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2019
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Sheng Jin
Wentao Liu
Wanli Ouyang
Chen Qian
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2
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Fast and robust hand tracking using detection-guided optimization
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2015
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Srinath Sridhar
Franziska Mueller
Antti Oulasvirta
Christian Theobalt
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2
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PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model
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2018
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George Papandreou
Tyler Zhu
Liang-Chieh Chen
Spyros Gidaris
Jonathan Tompson
Kevin Murphy
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2
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FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape From Single RGB Images
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2019
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Christian Zimmermann
Duygu Ceylan
Shuicheng Yan
Bryan Russell
Max Argus
Thomas Brox
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2
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Learning to Estimate 3D Hand Pose from Single RGB Images
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2017
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Christian Zimmermann
Thomas Brox
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2
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Deep Alignment Network: A Convolutional Neural Network for Robust Face Alignment
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2017
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M. Kowalski
Jacek Naruniec
T. P. Trzcinski
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2
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CrowdPose: Efficient Crowded Scenes Pose Estimation and a New Benchmark
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2019
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Jiefeng Li
Can Wang
Hao Zhu
Yihuan Mao
Hao-Shu Fang
Cewu Lu
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2
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TRB: A Novel Triplet Representation for Understanding 2D Human Body
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2019
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Haodong Duan
Kwan-Yee Lin
Sheng Jin
Wentao Liu
Chen Qian
Wanli Ouyang
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2
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PoseTrack: Joint Multi-person Pose Estimation and Tracking
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2017
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Umar Iqbal
Anton Milan
JĂŒergen Gall
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2
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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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2
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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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2
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Real-Time Hand Tracking under Occlusion from an Egocentric RGB-D Sensor
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2017
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Franziska Mueller
Dushyant Mehta
Oleksandr Sotnychenko
Srinath Sridhar
Dan Casas
Christian Theobalt
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2
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Hand Keypoint Detection in Single Images Using Multiview Bootstrapping
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2017
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Tomas Simon
Hanbyul Joo
Iain Matthews
Yaser Sheikh
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2
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CornerNet: Detecting Objects as Paired Keypoints
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2018
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Hei Law
Jia Deng
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2
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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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2
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Recombinator Networks: Learning Coarse-to-Fine Feature Aggregation
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2016
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Sina Honari
Jason Yosinski
Pascal Vincent
Christopher Pal
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2
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DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation
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2016
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Leonid Pishchulin
Eldar Insafutdinov
Siyu Tang
Bjoern Andres
Mykhaylo Andriluka
Peter Gehler
Bernt Schiele
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2
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Learning Deep Representation for Face Alignment with Auxiliary Attributes
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2015
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Zhanpeng Zhang
Ping Luo
Chen Change Loy
Xiaoou Tang
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2
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Spatial Broadcast Decoder: A Simple Architecture for Learning Disentangled Representations in VAEs
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2019
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Nicholas Watters
Löıc Matthey
Christopher Burgess
Alexander Lerchner
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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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High-Resolution Representations for Labeling Pixels and Regions
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2019
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Ke Sun
Yang Zhao
Borui Jiang
Tianheng Cheng
Bin Xiao
Dong Liu
Yadong Mu
Xinggang Wang
Wenyu Liu
Jingdong Wang
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1
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Towards Accurate Multi-person Pose Estimation in the Wild
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2017
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George Papandreou
Tyler Zhu
Nori Kanazawa
Alexander Toshev
Jonathan Tompson
Chris Bregler
Kevin Murphy
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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 SO(3) Equivariant Representations with Spherical CNNs
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2019
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Carlos Esteves
Christine Allen-Blanchette
Ameesh Makadia
Kostas Daniilidis
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1
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Deep Sets
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2017
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Manzil Zaheer
Satwik Kottur
Siamak Ravanbakhsh
BarnabĂĄs PĂłczos
Ruslan Salakhutdinov
Alexander J. Smola
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1
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On the Limitations of Representing Functions on Sets
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2019
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Edward Wagstaff
Fabian B. Fuchs
Martin Engelcke
Ingmar Posner
Michael A. Osborne
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1
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Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks
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2018
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Juho Lee
Yoonho Lee
Jungtaek Kim
Adam R. Kosiorek
Seungjin Choi
Yee Whye Teh
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1
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TADAM: Task dependent adaptive metric for improved few-shot learning
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2018
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Boris N. Oreshkin
Pau RodrĂguez
Alexandre Lacoste
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1
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Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)
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2015
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Djork-Arné Clevert
Thomas Unterthiner
Sepp Hochreiter
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1
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Matching networks for one shot learning
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2016
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Oriol Vinyals
Charles Blundell
Timothy Lillicrap
Koray Kavukcuoglu
Daan Wierstra
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1
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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
Ćukasz Kaiser
Illia Polosukhin
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1
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Attentive Neural Processes
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2019
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Hyunjik Kim
Andriy Mnih
Jonathan Schwarz
Marta Garnelo
Ali Eslami
Dan Rosenbaum
Oriol Vinyals
Yee Whye Teh
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1
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Multi-Object Representation Learning with Iterative Variational Inference
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2019
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Klaus Greff
Raphaël Lopez Kaufman
Rishabh Kabra
Nick Watters
Christopher Burgess
Daniel Zoran
Löıc Matthey
Matthew Botvinick
Alexander Lerchner
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1
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ClebschâGordan Nets: a Fully Fourier Space Spherical Convolutional Neural Network
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2018
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Risi Kondor
Zhen Lin
Shubhendu Trivedi
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1
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Learning to learn by gradient descent by gradient descent
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2016
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Marcin Andrychowicz
Misha Denil
Sergio Luis SuĂĄrez GĂłmez
Matthew W. Hoffman
David Pfau
Tom Schaul
Brendan Shillingford
Nando de Freitas
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1
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Learning to Compare: Relation Network for Few-Shot Learning
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2018
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Flood Sung
Yongxin Yang
Li Zhang
Tao Xiang
Philip H. S. Torr
Timothy M. Hospedales
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1
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Meta-Learning with Latent Embedding Optimization
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2018
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Andrei A. Rusu
Dushyant Rao
Jakub Sygnowski
Oriol Vinyals
Razvan Pascanu
Simon Osindero
Raia Hadsell
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1
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