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This paper introduces a novel deep learning framework for image animation.
A morphable model for the synthesis of 3d faces
Volker Blanz and Thomas Vetter · 1999
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Are you really smiling at me? spontaneous versus posed enjoyment smiles
Hamdi Dibeklioğlu, Albert Ali Salah, and Theo Gevers · 2012
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Displaced dynamic expression regression for real-time facial tracking and animation
Chen Cao, Qiming Hou, and Kun Zhou · 2014
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Empirical evaluation of gated recurrent neural networks on sequence modeling
Junyoung Chung, Caglar Gulcehre, KyungHyun Cho, and Yoshua Bengio · 2014
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Generative adversarial nets
Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio · 2014
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Adam: A method for stochastic optimization
Diederik P Kingma and Jimmy Ba · 2014
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Auto-encoding variational bayes
Diederik P Kingma and Max Welling · 2014
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Batch normalization: Accelerating deep network training by reducing internal covariate shift
Sergey Ioffe and Christian Szegedy · 2015
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Action-conditional video prediction using deep networks in atari games
Junhyuk Oh, Xiaoxiao Guo, Honglak Lee, Richard L Lewis, and Satinder Singh · 2015
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U-net: Convolutional networks for biomedical image segmentation
Olaf Ronneberger, Philipp Fischer, and Thomas Brox · 2015
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Unsupervised learning of video representations using lstms
Nitish Srivastava, Elman Mansimov, and Ruslan Salakhudinov · 2015
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Openface: A general-purpose face recognition
Brandon Amos, Bartosz Ludwiczuk, and Mahadev Satyanarayanan · 2016
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Unsupervised learning for physical interaction through video prediction
Chelsea Finn, Ian Goodfellow, and Sergey Levine · 2016
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Deepwarp: Photorealistic image resynthesis for gaze manipulation
Yaroslav Ganin, Daniil Kononenko, Diana Sungatullina, and Victor Lempitsky · 2016
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Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
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Perceptual losses for real-time style transfer and super-resolution
Justin Johnson, Alexandre Alahi, and Li Fei-Fei · 2016
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Video pixel networks
Nal Kalchbrenner, Aaron van den Oord, Karen Simonyan, Ivo Danihelka, Oriol Vinyals, Alex Graves, and Koray Kavukcuoglu · 2016
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Face2face: Real-time face capture and reenactment of rgb videos
Justus Thies, Michael Zollhofer, Marc Stamminger, Christian Theobalt, and Matthias Nießner · 2016
Cited alongside, same era.
Generating videos with scene dynamics
Carl Vondrick, Hamed Pirsiavash, and Antonio Torralba · 2016
Cited alongside, same era.
Stochastic variational video prediction
Mohammad Babaeizadeh, Chelsea Finn, Dumitru Erhan, Roy H Campbell, and Sergey Levine · 2017
Cited alongside, same era.
How far are we from solving the 2d & 3d face alignment problem? (and a dataset of 230,000 3d facial landmarks)
Adrian Bulat and Georgios Tzimiropoulos · 2017
Cited alongside, same era.
Realtime multi-person 2d pose estimation using part affinity fields
Zhe Cao, Tomas Simon, Shih-En Wei, and Yaser Sheikh · 2017
Cited alongside, same era.
Self-supervised visual planning with temporal skip connections
Frederik Ebert, Chelsea Finn, Alex X Lee, and Sergey Levine · 2017
Unsupervised learning of object landmarks through conditional image generation
Tomas Jakab, Ankush Gupta, Hakan Bilen, and Andrea Vedaldi · 2018
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Generating a fusion image: One’s identity and another’s shape
Donggyu Joo, Doyeon Kim, and Junmo Kim · 2018
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Semantic-fusion gans for semi-supervised satellite image classification
Subhankar Roy, Enver Sangineto, Nicu Sebe, and Begüm Demir · 2018
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Deformable gans for pose-based human image generation
Aliaksandr Siarohin, Enver Sangineto, Stéphane Lathuilière, and Nicu Sebe · 2018
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Enhancing perceptual attributes with bayesian style generation
Aliaksandr Siarohin, Gloria Zen, Nicu Sebe, and Elisa Ricci · 2018
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Gesturegan for hand gesture-to-gesture translation in the wild
Hao Tang, Wei Wang, Dan Xu, Yan Yan, and Nicu Sebe · 2018
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Cited alongside, same era.
In defense of the triplet loss for person re-identification
Alexander Hermans, Lucas Beyer, and Bastian Leibe · 2017
Cited alongside, same era.
Image-to-image translation with conditional adversarial networks
Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, and Alexei A Efros · 2017
Cited alongside, same era.
Temporal generative adversarial nets with singular value clipping
Masaki Saito, Eiichi Matsumoto, and Shunta Saito · 2017
Cited alongside, same era.
Transformation-based models of video sequences
Joost Van Amersfoort, Anitha Kannan, Marc’Aurelio Ranzato, Arthur Szlam, Du Tran, and Soumith Chintala · 2017
Cited alongside, same era.
Learning to generate long-term future via hierarchical prediction
Ruben Villegas, Jimei Yang, Yuliang Zou, Sungryull Sohn, Xunyu Lin, and Honglak Lee · 2017
Cited alongside, same era.
High-resolution image synthesis and semantic manipulation with conditional gans
Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Andrew Tao, Jan Kautz, and Bryan Catanzaro · 2017
Cited alongside, same era.
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Mocogan: Decomposing motion and content for video generation
Sergey Tulyakov, Ming-Yu Liu, Xiaodong Yang, and Jan Kautz · 2018
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Video-to-video synthesis
Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Guilin Liu, Andrew Tao, Jan Kautz, and Bryan Catanzaro · 2018
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Every smile is unique: Landmark-guided diverse smile generation
Wei Wang, Xavier Alameda-Pineda, Dan Xu, Pascal Fua, Elisa Ricci, and Nicu Sebe · 2018
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X2face: A network for controlling face generation using images, audio, and pose codes
Olivia Wiles, A Sophia Koepke, and Andrew Zisserman · 2018
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Unsupervised discovery of object landmarks as structural representations
Yuting Zhang, Yijie Guo, Yixin Jin, Yijun Luo, Zhiyuan He, and Honglak Lee · 2018
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3d guided fine-grained face manipulation
Zhenglin Geng, Chen Cao, and Sergey Tulyakov · 2019
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Joseph P Robinson, Yuncheng Li, Ning Zhang, Yun Fu, et al · 2019
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Whitening and coloring transform for GANs
Aliaksandr Siarohin, Enver Sangineto, and Nicu Sebe · 2019
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Multi-channel attention selection gan with cascaded semantic guidance for cross-view image translation
Hao Tang, Dan Xu, Nicu Sebe, Yanzhi Wang, Jason J. Corso, and Yan Yan · 2019
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Dual generator generative adversarial networks for multi-domain image-to-image translation
Hao Tang, Dan Xu, Wei Wang, Yan Yan, and Nicu Sebe · 2019
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