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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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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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5
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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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The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
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2018
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Richard Zhang
Phillip Isola
Alexei A. Efros
Eli Shechtman
Oliver Wang
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5
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Face2Face: Real-Time Face Capture and Reenactment of RGB Videos
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2016
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Justus Thies
Michael Zollhöfer
Marc Stamminger
Christian Theobalt
Matthias Nießner
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The complex-step derivative approximation
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2003
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Peter Sturdza
Juan J. Alonso
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DeepSketch2Face: a deep learning based sketching system for 3D face and caricature modeling
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2017
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Xiaoguang Han
Chang Gao
Yizhou Yu
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4
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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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High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs
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2018
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Ting-Chun Wang
Ming-Yu Liu
Jun-Yan Zhu
Andrew Tao
Jan Kautz
Bryan Catanzaro
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Improved Training of Wasserstein GANs
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2017
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Ishaan Gulrajani
Faruk Ahmed
Martín Arjovsky
Vincent Dumoulin
Aaron Courville
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4
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DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
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2017
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Liang-Chieh Chen
George Papandreou
Iasonas Kokkinos
Kevin Murphy
Alan Yuille
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4
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3D Gaussian Splatting for Real-Time Radiance Field Rendering
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2023
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Bernhard Kerbl
Georgios Kopanas
Thomas Leimkuehler
George Drettakis
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4
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FaceForensics++: Learning to Detect Manipulated Facial Images
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2019
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Andreas Rössler
Davide Cozzolino
Luisa Verdoliva
Christian Rieß
Justus Thies
Matthias Nießner
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3
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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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3
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The Kinetics Human Action Video Dataset
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2017
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Andrew Zisserman
João Carreira
Karen Simonyan
Will Kay
Brian Zhang
Chloe Hillier
Sudheendra Vijayanarasimhan
Fabio Viola
T.C. Green
Trevor Back
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3
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HairNet: Single-View Hair Reconstruction Using Convolutional Neural Networks
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2018
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Yi Zhou
Liwen Hu
Jun Xing
Weikai Chen
Han-Wei Kung
Xin Tong
Hao Li
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A Comprehensive Survey on Graph Neural Networks
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2020
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Zonghan Wu
Shirui Pan
Fengwen Chen
Guodong Long
Chengqi Zhang
Philip S. Yu
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3
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ArcFace: Additive Angular Margin Loss for Deep Face Recognition
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2019
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Jiankang Deng
Jia Guo
Niannan Xue
Stefanos Zafeiriou
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3
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PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization
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2019
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Shunsuke Saito
Zeng Huang
Ryota Natsume
Shigeo Morishima
Hao Li
Angjoo Kanazawa
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3
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MarioNETte: Few-Shot Face Reenactment Preserving Identity of Unseen Targets
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2020
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Sungjoo Ha
Martin Kersner
Beomsu Kim
Seokjun Seo
Dongyoung Kim
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3
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Animating Arbitrary Objects via Deep Motion Transfer
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2019
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Aliaksandr Siarohin
Stéphane Lathuilière
Sergey Tulyakov
Elisa Ricci
Nicu Sebe
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3
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Few-Shot Adversarial Learning of Realistic Neural Talking Head Models
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2019
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Egor Zakharov
Aliaksandra Shysheya
Egor Burkov
Victor Lempitsky
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3
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Automatic Differentiation: Applications, Theory, and Implementations
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2006
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H. Martin Bücker
George F. Corliss
Uwe Naumann
Paul Hovland
Boyana Norris
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FaceNet: A unified embedding for face recognition and clustering
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2015
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Florian Schroff
Dmitry Kalenichenko
James Philbin
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3
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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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3
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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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3
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Adversarial Attacks on Time Series
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2020
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Fazle Karim
Somshubra Majumdar
Houshang Darabi
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3
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X2Face: A Network for Controlling Face Generation Using Images, Audio, and Pose Codes
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2018
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Olivia Wiles
A. Sophia Koepke
Andrew Zisserman
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3
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MoFA: Model-Based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction
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2017
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Ayush Tewari
Michael Zollhöfer
Hyeongwoo Kim
Pablo Garrido
Florian Bernard
Patrick Pérez
Christian Theobalt
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3
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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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3
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Perceptual Losses for Real-Time Style Transfer and Super-Resolution
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2016
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Justin Johnson
Alexandre Alahi
Li Fei-Fei
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3
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Jacobian-free Newton–Krylov methods: a survey of approaches and applications
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2003
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D. A. Knoll
David E. Keyes
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3
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ReenactGAN: Learning to Reenact Faces via Boundary Transfer
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2018
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Wayne Wu
Yunxuan Zhang
Cheng Li
Chen Qian
Chen Change Loy
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3
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Using Multicomplex Variables for Automatic Computation of High-Order Derivatives
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2012
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Gregory Lantoine
Ryan P. Russell
Thierry Dargent
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Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network
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2016
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Wenzhe Shi
José Caballero
Ferenc Huszár
Johannes Totz
Andrew P. Aitken
Rob Bishop
Daniel Rueckert
Zehan Wang
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Spectral Networks and Locally Connected Networks on Graphs
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2013
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Joan Bruna
Wojciech Zaremba
Arthur Szlam
Yann LeCun
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Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
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2015
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Sergey Ioffe
Christian Szegedy
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3
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Generating 3D Faces Using Convolutional Mesh Autoencoders
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2018
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Anurag Ranjan
Timo Bolkart
Soubhik Sanyal
Michael J. Black
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3
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Regressing Robust and Discriminative 3D Morphable Models with a Very Deep Neural Network
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2017
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Anh Tran
Tal Hassner
Iacopo Masi
Gérard Medioni
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3
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Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks
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2017
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Jun-Yan Zhu
Taesung Park
Phillip Isola
Alexei A. Efros
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3
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Towards Understanding the Adversarial Vulnerability of Skeleton-based Action Recognition
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2020
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Tianhang Zheng
Liu Sheng
Changyou Chen
Junsong Yuan
Baochun Li
Kui Ren
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3
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Morphable Face Models - An Open Framework
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2018
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Thomas M. Gerig
Andreas Morel-Forster
Clemens Blumer
Bernhard Egger
Marcel Lüthi
Sandro Schoenborn
Thomas Vetter
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Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
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2016
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Michaël Defferrard
Xavier Bresson
Pierre Vandergheynst
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Spectral Normalization for Generative Adversarial Networks
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2018
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Takeru Miyato
Toshiki Kataoka
Masanori Koyama
Yuichi Yoshida
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2
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UV-GAN: Adversarial Facial UV Map Completion for Pose-Invariant Face Recognition
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2018
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Jiankang Deng
Shiyang Cheng
Niannan Xue
Yuxiang Zhou
Stefanos Zafeiriou
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2
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Unsupervised Training for 3D Morphable Model Regression
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2018
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Kyle Genova
Forrester Cole
Aaron Maschinot
Aaron Sarna
Daniel Vlasic
William T. Freeman
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FiLM: Visual Reasoning with a General Conditioning Layer
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2018
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Ethan Perez
Florian Strub
Harm de Vries
Vincent Dumoulin
Aaron Courville
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2
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Deep video portraits
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2018
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Hyeongwoo Kim
Pablo Garrido
Ayush Tewari
Weipeng Xu
Justus Thies
Matthias Nießner
Patrick Pérez
Christian Richardt
Michael Zollhöfer
Christian Theobalt
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2
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VoxCeleb: A Large-Scale Speaker Identification Dataset
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2017
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Arsha Nagrani
Joon Son Chung
Andrew Zisserman
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2
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Explaining and Harnessing Adversarial Examples
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2014
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Ian Goodfellow
Jonathon Shlens
Christian Szegedy
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