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The modern computer graphics pipeline can synthesize images at remarkable visual quality; however, it requires well-defined, high-quality 3D content as input.
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Depth Synthesis and Local Warps for Plausible Image-based Navigation
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Learning Based Compression for Real-time Rendering of Surface Light Fields. In ACM SIGGRAPH 2013 Posters (SIGGRAPH ’13) . ACM, New York, NY, USA, Article 44, 1 pages
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Generative adversarial nets. In Proc. NIPS . 2672–2680
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Conditional Generative Adversarial Nets. (2014)
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Color map optimization for 3D reconstruction with consumer depth cameras
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4D Model Flow: Precomputed Appearance Alignment for Real-time 4D Video Interpolation
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Robust reconstruction of indoor scenes. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition . 5556–5565
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Deep Convolutional Inverse Graphics Network
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Cited alongside, same era.
3DLite: Towards Commodity 3D Scanning for Content Creation
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Image-to-Image Translation with Conditional Adversarial Networks. In Proc. CVPR . 5967–5976
Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, and Alexei A. Efros. 2017 · 2017
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Transformation-Grounded Image Generation Network for Novel 3D View Synthesis
Eunbyung Park, Jimei Yang, Ersin Yumer, Duygu Ceylan, and Alexander C. Berg. 2017 · 2017
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Automatic differentiation in PyTorch
Adam Paszke, Sam Gross, Soumith Chintala, Gregory Chanan, Edward Yang, Zachary DeVito, Zeming Lin, Alban Desmaison, Luca Antiga, and Adam Lerer. 2017 · 2017
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Soft 3D Reconstruction for View Synthesis
Eric Penner and Li Zhang. 2017 · 2017
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Dynamicfusion: Reconstruction and tracking of non-rigid scenes in real-time. In Proceedings of the IEEE conference on computer vision and pattern recognition . 343–352
Richard A Newcombe, Dieter Fox, and Steven M Seitz. 2015 · 2015
Cited alongside, same era.
U-Net: Convolutional Networks for Biomedical Image Segmentation. In Proc. MICCAI . 234–241
Olaf Ronneberger, Philipp Fischer, and Thomas Brox. 2015 · 2015
Cited alongside, same era.
Fusion4d: Real-time performance capture of challenging scenes
Mingsong Dou, Sameh Khamis, Yury Degtyarev, Philip Davidson, Sean Ryan Fanello, Adarsh Kowdle, Sergio Orts Escolano, Christoph Rhemann, David Kim, Jonathan Taylor, et al · 2016
Cited alongside, same era.
Deepstereo: Learning to predict new views from the world’s imagery. In Proc. CVPR . 5515–5524
John Flynn, Ivan Neulander, James Philbin, and Noah Snavely. 2016 · 2016
Cited alongside, same era.
Scalable inside-out image-based rendering
Peter Hedman, Tobias Ritschel, George Drettakis, and Gabriel Brostow. 2016 · 2016
Cited alongside, same era.
VolumeDeform: Real-time volumetric non-rigid reconstruction. In European Conference on Computer Vision . Springer, 362–379
Matthias Innmann, Michael Zollhöfer, Matthias Nießner, Christian Theobalt, and Marc Stamminger. 2016 · 2016
Cited alongside, same era.
Image-to-Image Translation with Conditional Adversarial Networks
Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, and Alexei A Efros. 2016 · 2016
Cited alongside, same era.
Interpretable transformations with encoder-decoder networks. In Proc. ICCV , Vol. 4
Daniel E Worrall, Stephan J Garbin, Daniyar Turmukhambetov, and Gabriel J Brostow. 2017 · 2017
Later among the works it cites.
Deep Surface Light Fields
Anpei Chen, Minye Wu, Yingliang Zhang, Nianyi Li, Jie Lu, Shenghua Gao, and Jingyi Yu. 2018 · 2018
Later among the works it cites.
ForensicTransfer: Weakly-supervised Domain Adaptation for Forgery Detection
Davide Cozzolino, Justus Thies, Andreas Rössler, Christian Riess, Matthias Nießner, and Luisa Verdoliva. 2018 · 2018
Later among the works it cites.
Montage4D: Interactive Seamless Fusion of Multiview Video Textures. In Proceedings of the ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games (I3D ’18) . ACM, New York, NY, USA, Article 5, 11 pages
Ruofei Du, Ming Chuang, Wayne Chang, Hugues Hoppe, and Amitabh Varshney. 2018 · 2018
Later among the works it cites.
Neural scene representation and rendering
SM Ali Eslami, Danilo Jimenez Rezende, Frederic Besse, Fabio Viola, Ari S Morcos, Marta Garnelo, Avraham Ruderman, Andrei A Rusu, Ivo Danihelka, Karol Gregor, et al · 2018
Later among the works it cites.
Explorations in Homeomorphic Variational Auto-Encoding
Luca Falorsi, Pim de Haan, Tim R Davidson, Nicola De Cao, Maurice Weiler, Patrick Forré, and Taco S Cohen. 2018 · 2018
Later among the works it cites.
Deep blending for free-viewpoint image-based rendering. In SIGGRAPH Asia 2018 Technical Papers . ACM, 257
Peter Hedman, Julien Philip, True Price, Jan-Michael Frahm, George Drettakis, and Gabriel Brostow. 2018 · 2018
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Progressive Growing of GANs for Improved Quality, Stability, and Variation. In Proc. ICLR
Tero Karras, Timo Aila, Samuli Laine, and Jaakko Lehtinen. 2018 · 2018
Later among the works it cites.
Deep Video Portraits
H. Kim, P. Garrido, A. Tewari, W. Xu, J. Thies, N. Nießner, P. Pérez, C. Richardt, M. Zollhöfer, and C. Theobalt. 2018 · 2018
Later among the works it cites.
Differentiable programming for image processing and deep learning in halide
Tzu-Mao Li, Michaël Gharbi, Andrew Adams, Frédo Durand, and Jonathan Ragan-Kelley. 2018 · 2018
Later among the works it cites.
paGAN: real-time avatars using dynamic textures. 1–12
Koki Nagano, Jaewoo Seo, Jun Xing, Lingyu Wei, Zimo Li, Shunsuke Saito, Aviral Agarwal, Jens Fursund, and Hao Li. 2018 · 2018
Later among the works it cites.
FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces
Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, and Matthias Nießner. 2018 · 2018
Later among the works it cites.
IGNOR: Image-guided Neural Object Rendering
J. Thies, M. Zollhöfer, C. Theobalt, M. Stamminger, and M. Nießner. 2018 · 2018
Later among the works it cites.
Layer-structured 3D Scene Inference via View Synthesis. In Proc. ECCV
Shubham Tulsiani, Richard Tucker, and Noah Snavely. 2018 · 2018
Later among the works it cites.
Stereo Magnification: Learning View Synthesis Using Multiplane Images
Tinghui Zhou, Richard Tucker, John Flynn, Graham Fyffe, and Noah Snavely. 2018 · 2018
Later among the works it cites.
FaceForensics++: Learning to Detect Manipulated Facial Images
Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, and Matthias Nießner. 2019 · 2019
Closest in time.
DeepVoxels: Learning Persistent 3D Feature Embeddings. In Proc. Computer Vision and Pattern Recognition (CVPR), IEEE
V. Sitzmann, J. Thies, F. Heide, M. Nießner, G. Wetzstein, and M. Zollhöfer. 2019 · 2019
Closest in time.