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Efficient rendering of photo-realistic virtual worlds is a long standing effort of computer graphics.
Deepview: High-quality view synthesis by learned gradient descent
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3d morphable face models – past, present and future, 2019
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Spherical harmonics
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The laplacian pyramid as a compact image code
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The rendering equation
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Marching cubes: A high resolution 3d surface construction algorithm
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Multi-digit recognition using a space displacement neural network
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Generalization of the lambertian model and implications for machine vision
1995
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The lumigraph
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Inverse rendering for computer graphics
1998
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Robust Monte Carlo Methods for Light Transport Simulation
1998
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Texture synthesis by non-parametric sampling
1999
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Acquiring the reflectance field of a human face
2000
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Review of image-based rendering techniques
2000
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Realistic synthesis of novel human movements from a database of motion capture examples
2000
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Image quilting for texture synthesis and transfer
2001
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Image analogies
2001
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2003
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Recognising panoramas
2003
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2003
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Poisson image editing
2003
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Multiscale structural similarity for image quality assessment
2003
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Image quality assessment: from error visibility to structural similarity
2004
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A survey on image-based rendering—representation, sampling and compression
2004
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Reducing the dimensionality of data with neural networks
2006
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Semantic photo synthesis
2006
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Scene completion using millions of photographs
2007
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Photo clip art
2007
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Space-time completion of video
2007
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Summarizing visual data using bidirectional similarity
2008
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Patchmatch: A randomized correspondence algorithm for structural image editing
2009
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2009
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Cosine lobe based relighting from gradient illumination photographs
2009
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Photosketch: A sketch based image query and compositing system
2009
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Deep boltzmann machines
2009
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Computer vision: algorithms and applications
2010
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Deconvolutional networks
2010
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Cg2real: Improving the realism of computer generated images using a large collection of photographs
2011
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Camera models and fundamental concepts used in geometric computer vision
2011
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Guided image filtering
2012
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Imagenet classification with deep convolutional neural networks
2012
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Depth synthesis and local warps for plausible image-based navigation
2013
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Auto-encoding variational bayes
2013
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Shape, illumination, and reflectance from shading
2014
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Generative adversarial nets
2014
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Efficient GPU screen-space ray tracing
2014
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Conditional generative adversarial nets
2014
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High-quality streamable free-viewpoint video
2015
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Learning to generate chairs with convolutional neural networks
2015
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Towards practical self-embedding for jpeg-compressed digital images
2015
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A Machine Learning Approach for Filtering Monte Carlo Noise
2015
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Fully convolutional networks for semantic segmentation
2015
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U-net: Convolutional networks for biomedical image segmentation
2015
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2015
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Very deep convolutional networks for large-scale image recognition
2015
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3d-r2n2: A unified approach for single and multi-view 3d object reconstruction
2016
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Generating images with perceptual similarity metrics based on deep networks
2016
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Fusion4d: Real-time performance capture of challenging scenes
2016
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Tutorial on variational autoencoders
2016
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Deepstereo: Learning to predict new views from the world’s imagery
2016
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Image style transfer using convolutional neural networks
2016
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Nips 2016 tutorial: Generative adversarial networks
2016
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Deep residual learning for image recognition
2016
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Let there be color!: joint end-to-end learning of global and local image priors for automatic image colorization with simultaneous classification
2016
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Perceptual losses for real-time style transfer and super-resolution
2016
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Unsupervised learning of 3d structure from images
2016
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Learning to generate images of outdoor scenes from attributes and semantic layouts
2016
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Autoencoding beyond pixels using a learned similarity metric
2016
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Coupled generative adversarial networks
2016
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Wavenet: A generative model for raw audio
2016
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2016
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Conditional image generation with pixelcnn decoders
2016
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Invertible conditional gans for image editing
2016
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Pointnet: Deep learning on point sets for 3d classification and segmentation
2016
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Unsupervised representation learning with deep convolutional generative adversarial networks
2016
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Dense pose transfer
2018
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Rendernet: A deep convolutional network for differentiable rendering from 3d shapes
2018
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pagan: real-time avatars using dynamic textures
2018
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Deep generative models: Survey
2018
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A review of learning with deep generative models from perspective of graphical modeling, 2018
2018
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Semi-parametric image synthesis
2018
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Face2Face: Real-time Face Capture and Reenactment of RGB Videos
2016
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Instance normalization: The missing ingredient for fast stylization
2016
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Generating videos with scene dynamics
2016
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An uncertain future: Forecasting from static images using variational autoencoders
2016
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Visual dynamics: Probabilistic future frame synthesis via cross convolutional networks
2016
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Colorful image colorization
2016
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2018
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Deformable GANs for pose-based human image generation
2018
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Multistage adversarial losses for pose-based human image synthesis
2018
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Image manipulation with perceptual discriminators
2018
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Sos: Stereo matching in o(1) with slanted support windows
2018
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Headon: Real-time reenactment of human portrait videos
2018
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Deep image prior
2018
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X2face: A network for controlling face generation by using images, audio, and pose codes
2018
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Video-to-video synthesis
2018
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High-resolution image synthesis and semantic manipulation with conditional gans
2018
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Recovering realistic texture in image super-resolution by deep spatial feature transform
2018
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Texturegan: Controlling deep image synthesis with texture patches
2018
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Deep image-based relighting from optimal sparse samples
2018
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3d-aware scene manipulation via inverse graphics
2018
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The unreasonable effectiveness of deep features as a perceptual metric
2018
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Stereo magnification: Learning view synthesis using multiplane images
2018
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State of the Art on Monocular 3D Face Reconstruction, Tracking, and Applications
2018
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Visual object networks: image generation with disentangled 3d representations
2018
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Deep video-based performance cloning
2019
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Neural point-based graphics
2019
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Specifying object attributes and relations in interactive scene generation
2019
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Large scale gan training for high fidelity natural image synthesis
2019
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Semantic photo manipulation with a generative image prior
2019
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Deep cg2real: Synthetic-to-real translation via image disentanglement
2019
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Shapes and context: In-the-wild image synthesis & manipulation
2019
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Gan dissection: Visualizing and understanding generative adversarial networks
2019
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Efficient video generation on complex datasets
2019
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Flexible svbrdf capture with a multi-image deep network
2019
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Text-based editing of talking-head video
2019
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The relightables: Volumetric performance capture of humans with realistic relighting
2019
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Ray Tracing Gems
2019
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A style-based generator architecture for generative adversarial networks
2019
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An introduction to variational autoencoders
2019
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Few-shot unsupervised image-to-image translation
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Neural volumes: Learning dynamic renderable volumes from images
2019
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Neural rendering and reenactment of human actor videos
2019
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Neural rerendering in the wild
2019
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Deep reflectance fields: High-quality facial reflectance field inference from color gradient illumination
2019
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Deep appearance maps
2019
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Occupancy networks: Learning 3d reconstruction in function space
2019
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Hologan: Unsupervised learning of 3d representations from natural images
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Deepsdf: Learning continuous signed distance functions for shape representation
2019
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Multi-view relighting using a geometry-aware network
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Revealing scenes by inverting structure from motion reconstructions
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Gaugan: Semantic image synthesis with spatially adaptive normalization
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Semantic image synthesis with spatially-adaptive normalization
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Volumetric capture of humans with a single rgbd camera via semi-parametric learning
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Recent progress on generative adversarial networks (gans): A survey
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Faceforensics++: Learning to detect manipulated facial images
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Neural BTF compression and interpolation
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Language models are unsupervised multitask learners
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Release strategies and the social impacts of language models
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Single image portrait relighting
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Singan: Learning a generative model from a single natural image
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Pifu: Pixel-aligned implicit function for high-resolution clothed human digitization
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Deepvoxels: Learning persistent 3d feature embeddings
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Textured neural avatars
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Scene representation networks: Continuous 3d-structure-aware neural scene representations
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Deferred neural rendering: Image synthesis using neural textures
2019
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Vr facial animation via multiview image translation
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Generative adversarial networks: A survey and taxonomy
2019
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Detecting photoshopped faces by scripting photoshop
2019
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Deep view synthesis from sparse photometric images
2019
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Deep single image portrait relighting
2019
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Few-shot adversarial learning of realistic neural talking head models
2019
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Image-guided neural object rendering
2020
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