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07/21/2022
AdaNeRF: Adaptive Sampling for Real-time Rendering of Neural Radiance Fields
Novel view synthesis has recently been revolutionized by learning neural...
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06/17/2022
TAVA: Template-free Animatable Volumetric Actors
Coordinate-based volumetric representations have the potential to genera...
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05/17/2022
Self-supervised Neural Articulated Shape and Appearance Models
Learning geometry, motion, and appearance priors of object classes is im...
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03/25/2022
AutoAvatar: Autoregressive Neural Fields for Dynamic Avatar Modeling
Neural fields such as implicit surfaces have recently enabled avatar mod...
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12/22/2020
Non-Rigid Neural Radiance Fields: Reconstruction and Novel View Synthesis of a Dynamic Scene From Monocular Video
We present Non-Rigid Neural Radiance Fields (NR-NeRF), a reconstruction ...
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12/17/2020
Learning Compositional Radiance Fields of Dynamic Human Heads
Photorealistic rendering of dynamic humans is an important ability for t...
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12/05/2020
Dynamic Neural Radiance Fields for Monocular 4D Facial Avatar Reconstruction
We present dynamic neural radiance fields for modeling the appearance an...
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12/02/2020
Neural Deformation Graphs for Globally-consistent Non-rigid Reconstruction
We introduce Neural Deformation Graphs for globally-consistent deformati...
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09/20/2020
PIE: Portrait Image Embedding for Semantic Control
Editing of portrait images is a very popular and important research topi...
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08/04/2020
PatchNets: Patch-Based Generalizable Deep Implicit 3D Shape Representations
Implicit surface representations, such as signed-distance functions, com...
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07/29/2020
Face2Face: Real-time Face Capture and Reenactment of RGB Videos
We present Face2Face, a novel approach for real-time facial reenactment ...
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06/23/2020
Neural Non-Rigid Tracking
We introduce a novel, end-to-end learnable, differentiable non-rigid tra...
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04/08/2020
State of the Art on Neural Rendering
Efficient rendering of photo-realistic virtual worlds is a long standing...
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03/31/2020
StyleRig: Rigging StyleGAN for 3D Control over Portrait Images
StyleGAN generates photorealistic portrait images of faces with eyes, te...
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12/09/2019
DeepDeform: Learning Non-rigid RGB-D Reconstruction with Semi-supervised Data
Applying data-driven approaches to non-rigid 3D reconstruction has been ...
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09/05/2019
Neural Style-Preserving Visual Dubbing
Dubbing is a technique for translating video content from one language t...
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06/04/2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations
The advent of deep learning has given rise to neural scene representatio...
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06/04/2019
Text-based Editing of Talking-head Video
Editing talking-head video to change the speech content or to remove fil...
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05/24/2019
DEMEA: Deep Mesh Autoencoders for Non-Rigidly Deforming Objects
Mesh autoencoders are commonly used for dimensionality reduction, sampli...
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04/28/2019
Deferred Neural Rendering: Image Synthesis using Neural Textures
The modern computer graphics pipeline can synthesize images at remarkabl...
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02/18/2019
Commodity RGB-D Sensors: Data Acquisition
Over the past ten years we have seen a democratization of range sensing ...
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12/18/2018
FML: Face Model Learning from Videos
Monocular image-based 3D reconstruction of faces is a long-standing prob...
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12/03/2018
DeepVoxels: Learning Persistent 3D Feature Embeddings
In this work, we address the lack of 3D understanding of generative neur...
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11/26/2018
IGNOR: Image-guided Neural Object Rendering
We propose a new learning-based novel view synthesis approach for scanne...
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05/29/2018
HeadOn: Real-time Reenactment of Human Portrait Videos
We propose HeadOn, the first real-time source-to-target reenactment appr...
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05/29/2018
Deep Video Portraits
We present a novel approach that enables photo-realistic re-animation of...
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12/18/2017
IMU2Face: Real-time Gesture-driven Facial Reenactment
We present IMU2Face, a gesture-driven facial reenactment system. To this...
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12/07/2017
Self-supervised Multi-level Face Model Learning for Monocular Reconstruction at over 250 Hz
The reconstruction of dense 3D models of face geometry and appearance fr...
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08/07/2017
MonoPerfCap: Human Performance Capture from Monocular Video
We present the first marker-less approach for temporally coherent 3D per...
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03/31/2017
InverseFaceNet: Deep Single-Shot Inverse Face Rendering From A Single Image
We introduce InverseFaceNet, a deep convolutional inverse rendering fram...
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03/30/2017
MoFA: Model-based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction
In this work we propose a novel model-based deep convolutional autoencod...
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10/23/2016
Real-time Halfway Domain Reconstruction of Motion and Geometry
We present a novel approach for real-time joint reconstruction of 3D sce...
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10/16/2016
Real-time Joint Tracking of a Hand Manipulating an Object from RGB-D Input
Real-time simultaneous tracking of hands manipulating and interacting wi...
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10/11/2016
FaceVR: Real-Time Facial Reenactment and Eye Gaze Control in Virtual Reality
We introduce FaceVR, a novel method for gaze-aware facial reenactment in...
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04/22/2016
Opt: A Domain Specific Language for Non-linear Least Squares Optimization in Graphics and Imaging
Many graphics and vision problems can be expressed as non-linear least s...
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04/05/2016
BundleFusion: Real-time Globally Consistent 3D Reconstruction using On-the-fly Surface Re-integration
Real-time, high-quality, 3D scanning of large-scale scenes is key to mix...
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03/27/2016