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Towards Unsupervised Learning of Generative Models for 3D Controllable Image Synthesis
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2020
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Yiyi Liao
Katja Schwarz
Lars Mescheder
Andreas Geiger
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2
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Analyzing and Improving the Image Quality of StyleGAN
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2020
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Tero Karras
Samuli Laine
Miika Aittala
Janne Hellsten
Jaakko Lehtinen
Timo Aila
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2
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GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields
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2021
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Michael Niemeyer
Andreas Geiger
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2
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Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning
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2020
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Yu Deng
Jiaolong Yang
Dong Chen
Fang Wen
Xin Tong
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2
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Learning an animatable detailed 3D face model from in-the-wild images
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2021
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Yao Feng
Haiwen Feng
Michael J. Black
Timo Bolkart
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2
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pi-GAN: Periodic Implicit Generative Adversarial Networks for 3D-Aware Image Synthesis
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2021
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Eric R. Chan
Marco AurĂŠlio Alvarenga Monteiro
Petr Kellnhofer
Jiajun Wu
Gordon Wetzstein
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2
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Efficient Geometry-aware 3D Generative Adversarial Networks
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2022
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Eric R. Chan
Connor Z. Lin
Matthew A. Chan
Koki Nagano
Boxiao Pan
Shalini De Mello
Orazio Gallo
Leonidas Guibas
Jonathan Tremblay
Sameh Khamis
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2
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StyleSDF: High-Resolution 3D-Consistent Image and Geometry Generation
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2022
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Roy Or-El
Xuan Luo
Mengyi Shan
Eli Shechtman
Jeong Joon Park
Ira Kemelmacher-Shlizerman
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2
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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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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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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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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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1
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Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery
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2017
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Thomas Schlegl
Philipp SeebĂśck
Sebastian M. Waldstein
Ursula SchmidtâErfurth
Georg Langs
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1
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Learning Meta Model for Zero- and Few-Shot Face Anti-Spoofing
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2020
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Yunxiao Qin
Chenxu Zhao
Xiangyu Zhu
Zezheng Wang
Zitong Yu
Tianyu Fu
Feng Zhou
Jingping Shi
Zhen Lei
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1
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Sequential Attend, Infer, Repeat: Generative Modelling of Moving Objects
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2018
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Adam R. Kosiorek
Hyunjik Kim
Ingmar Posner
Yee Whye Teh
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1
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Learning Representations and Generative Models for 3D Point Clouds
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2017
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Panos Achlioptas
Olga Diamanti
Ioannis Mitliagkas
Leonidas Guibas
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1
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Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling
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2016
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Jiajun Wu
Chengkai Zhang
Tianfan Xue
William T. Freeman
Joshua B. Tenenbaum
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1
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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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1
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Bidirectional Inference Networks:A Class of Deep Bayesian Networks for Health Profiling
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2019
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Hao Wang
Chengzhi Mao
Hao He
M. Zhao
Tommi Jaakkola
Dina Katabi
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1
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Uncertainty Estimations by Softplus normalization in Bayesian Convolutional Neural Networks with Variational Inference
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2018
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Kumar Shridhar
Felix Laumann
Marcus Liwicki
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1
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Deep Tree Learning for Zero-Shot Face Anti-Spoofing
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2019
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Yaojie Liu
Joel Stehouwer
Amin Jourabloo
Xiaoming Liu
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1
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HoloGAN: Unsupervised Learning of 3D Representations From Natural Images
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2019
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Thu Nguyen-Phuoc
Chuan Li
Lucas Theis
Christian Richardt
YongâLiang Yang
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1
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Unsupervised Generative 3D Shape Learning from Natural Images
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2019
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Attila SzabĂł
Givi Meishvili
Paolo Favaro
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1
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Expressive Body Capture: 3D Hands, Face, and Body From a Single Image
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2019
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Georgios Pavlakos
Vasileios Choutas
Nima Ghorbani
Timo Bolkart
Ahmed A. A. Osman
Dimitrios Tzionas
Michael J. Black
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1
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Radial Bayesian Neural Networks: Beyond Discrete Support In Large-Scale Bayesian Deep Learning
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2019
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Sebastian Farquhar
Michael A. Osborne
Yarin Gal
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1
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Deep CG2Real: Synthetic-to-Real Translation via Image Disentanglement
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2019
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Sai Bi
Kalyan Sunkavalli
Federico Perazzi
Eli Shechtman
Vladimir G. Kim
Ravi Ramamoorthi
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1
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PU-GAN: A Point Cloud Upsampling Adversarial Network
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2019
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Ruihui Li
Xianzhi Li
ChiâWing Fu
Daniel CohenâOr
PhengâAnn Heng
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1
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Regularized Fine-Grained Meta Face Anti-Spoofing
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2020
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Rui Shao
Xiangyuan Lan
Pong C. Yuen
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1
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Learning Deep Models for Face Anti-Spoofing: Binary or Auxiliary Supervision
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2018
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Yaojie Liu
Amin Jourabloo
Xiaoming Liu
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1
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BlockGAN: Learning 3D Object-aware Scene Representations from Unlabelled Images
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2020
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Thu Nguyen-Phuoc
Christian Richardt
Long Mai
Yongliang Yang
Niloy J. Mitra
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1
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HoloGAN: Unsupervised Learning of 3D Representations From Natural Images
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2019
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Thu Nguyen-Phuoc
Chuan Li
Lucas Theis
Christian Richardt
YongâLiang Yang
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1
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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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1
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Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
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2016
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Balaji Lakshminarayanan
Alexander Pritzel
Charles Blundell
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1
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PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization
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2020
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Shunsuke Saito
Tomas Simon
Jason Saragih
Hanbyul Joo
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1
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Single-Side Domain Generalization for Face Anti-Spoofing
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2020
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Yunpei Jia
Jie Zhang
Shiguang Shan
Xilin Chen
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1
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Animating Arbitrary Objects via Deep Motion Transfer
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2019
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Aliaksandr Siarohin
StÊphane Lathuilière
Sergey Tulyakov
Elisa Ricci
Nicu Sebe
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1
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Searching Central Difference Convolutional Networks for Face Anti-Spoofing
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2020
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Zitong Yu
Chenxu Zhao
Zezheng Wang
Yunxiao Qin
Zhuo Su
Xiaobai Li
Feng Zhou
Guoying Zhao
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1
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Bayesian Convolutional Neural Networks with Variational Inference
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2018
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Kumar Shridhar
Felix Laumann
Adrian Llopart Maurin
Martin Aastrup Olsen
Marcus Liwicki
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1
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Multi-Modal Face Anti-Spoofing Based on Central Difference Networks
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2020
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Zitong Yu
Yunxiao Qin
Xiaobai Li
Zezheng Wang
Chenxu Zhao
Zhen Lei
Guoying Zhao
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1
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Denoising Diffusion Probabilistic Models
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2020
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Jonathan Ho
Ajay N. Jain
Pieter Abbeel
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1
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GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis
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2020
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Katja Schwarz
Yiyi Liao
Michael Niemeyer
Andreas Geiger
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1
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KonIQ-10k: An Ecologically Valid Database for Deep Learning of Blind Image Quality Assessment
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2020
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Vlad Hosu
Hanhe Lin
TamĂĄs SzirĂĄnyi
Dietmar Saupe
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1
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NAS-FAS: Static-Dynamic Central Difference Network Search for Face Anti-Spoofing
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2020
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Zitong Yu
Jun Wan
Yunxiao Qin
Xiaobai Li
Stan Z. Li
Guoying Zhao
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1
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Modular primitives for high-performance differentiable rendering
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2020
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Samuli Laine
Janne Hellsten
Tero Karras
Yeongho Seol
Jaakko Lehtinen
Timo Aila
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1
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CONFIG: Controllable Neural Face Image Generation
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2020
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M. Kowalski
Stephan J. Garbin
Virginia Estellers
Tadas BaltruĹĄaitis
Matthew Johnson
Jamie Shotton
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1
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Face Anti-Spoofing with Human Material Perception
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2020
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Zitong Yu
Xiaobai Li
Xuesong Niu
Jingang Shi
Guoying Zhao
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1
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Face Anti-Spoofing via Disentangled Representation Learning
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2020
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Ke-Yue Zhang
Taiping Yao
Jian Zhang
Ying Tai
Shouhong Ding
Jilin Li
Feiyue Huang
Haichuan Song
Lizhuang Ma
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1
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Noise Modeling, Synthesis and Classification for Generic Object Anti-Spoofing
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2020
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Joel Stehouwer
Amin Jourabloo
Yaojie Liu
Xiaoming Liu
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1
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Accelerating 3D deep learning with PyTorch3D
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2020
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Justin Johnson
Nikhila Ravi
Jeremy Reizenstein
David NovotnĂ˝
Shubham Tulsiani
Christoph Lassner
Steve Branson
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1
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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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1
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