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08/21/2023
Patternshop: Editing Point Patterns by Image Manipulation
Point patterns are characterized by their density and correlation. While...
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06/01/2023
Large-Batch, Neural Multi-Objective Bayesian Optimization
Bayesian optimization provides a powerful framework for global optimizat...
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05/31/2023
Enhancing image quality prediction with self-supervised visual masking
Full-reference image quality metrics (FR-IQMs) aim to measure the visual...
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04/04/2023
Neural Field Convolutions by Repeated Differentiation
Neural fields are evolving towards a general-purpose continuous represen...
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11/08/2022
Scalable multi-class sampling via filtered sliced optimal transport
We propose a multi-class point optimization formulation based on continu...
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08/29/2022
Autoinverse: Uncertainty Aware Inversion of Neural Networks
Neural networks are powerful surrogates for numerous forward processes. ...
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06/19/2022
Video frame interpolation for high dynamic range sequences captured with dual-exposure sensors
Video frame interpolation (VFI) enables many important applications that...
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06/14/2022
Physics Informed Neural Fields for Smoke Reconstruction with Sparse Data
High-fidelity reconstruction of fluids from sparse multiview RGB videos ...
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05/03/2022
Practical Saccade Prediction for Head-Mounted Displays: Towards a Comprehensive Model
Eye-tracking technology is an integral component of new display devices ...
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02/02/2022
Eikonal Fields for Refractive Novel-View Synthesis
We tackle the problem of generating novel-view images from collections o...
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10/25/2021
Neural Relightable Participating Media Rendering
Learning neural radiance fields of a scene has recently allowed realisti...
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09/27/2021
Mixed Integer Neural Inverse Design
In computational design and fabrication, neural networks are becoming im...
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07/07/2021
Egocentric Videoconferencing
We introduce a method for egocentric videoconferencing that enables hand...
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07/07/2021
Self-supervised Outdoor Scene Relighting
Outdoor scene relighting is a challenging problem that requires good und...
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05/27/2021
A Variational Loop Shrinking Analogy for Handle and Tunnel Detection and Reeb Graph Construction on Surfaces
The humble loop shrinking property played a central role in the inceptio...
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04/30/2021
Differentiable Event Stream Simulator for Non-Rigid 3D Tracking
This paper introduces the first differentiable simulator of event stream...
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03/13/2021
PhotoApp: Photorealistic Appearance Editing of Head Portraits
Photorealistic editing of portraits is a challenging task as humans are ...
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02/13/2021
Learning Speech-driven 3D Conversational Gestures from Video
We propose the first approach to automatically and jointly synthesize bo...
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12/22/2020
HDR Denoising and Deblurring by Learning Spatio-temporal Distortion Models
We seek to reconstruct sharp and noise-free high-dynamic range (HDR) vid...
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12/20/2020
High-Fidelity Neural Human Motion Transfer from Monocular Video
Video-based human motion transfer creates video animations of humans fol...
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12/11/2020
EventHands: Real-Time Neural 3D Hand Reconstruction from an Event Stream
3D hand pose estimation from monocular videos is a long-standing and cha...
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11/28/2020
i3DMM: Deep Implicit 3D Morphable Model of Human Heads
We present the first deep implicit 3D morphable model (i3DMM) of full he...
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10/04/2020
Learning Complete 3D Morphable Face Models from Images and Videos
Most 3D face reconstruction methods rely on 3D morphable models, which d...
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10/01/2020
X-Fields: Implicit Neural View-, Light- and Time-Image Interpolation
We suggest to represent an X-Field -a set of 2D images taken across diff...
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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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08/24/2020
Monocular Reconstruction of Neural Face Reflectance Fields
The reflectance field of a face describes the reflectance properties res...
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05/20/2020
VideoForensicsHQ: Detecting High-quality Manipulated Face Videos
New approaches to synthesize and manipulate face videos at very high qua...
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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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10/30/2019
Neural View-Interpolation for Sparse Light Field Video
We suggest representing light field (LF) videos as "one-off" neural netw...
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10/30/2019
Neural View-Interpolation for Sparse LightField Video
We suggest representing light field (LF) videos as "one-off" neural netw...
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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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07/01/2019
XNect: Real-time Multi-person 3D Human Pose Estimation with a Single RGB Camera
We present a real-time approach for multi-person 3D motion capture at ov...
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05/26/2019
EgoFace: Egocentric Face Performance Capture and Videorealistic Reenactment
Face performance capture and reenactment techniques use multiple cameras...
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01/17/2019
Computational Design of Lightweight Trusses
Trusses are load-carrying light-weight structures consisting of bars con...
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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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12/06/2018
Deep-learning to Predict Perceived Differences to a Hidden Reference Image
Image metrics predict the perceived per-pixel difference between a refer...
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09/17/2018
AlSub: Fully Parallel and Modular Subdivision
In recent years, mesh subdivision---the process of forging smooth free-f...
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09/17/2018
AlSub: Fully Parallel Subdivision for Modeling and Rendering
Mesh subdivision is a key geometric modeling task which forges smooth, s...
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06/18/2018
End-to-end Sampling Patterns
Sample patterns have many uses in Computer Graphics, ranging from proced...
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06/13/2018
An intuitive control space for material appearance
Many different techniques for measuring material appearance have been pr...
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04/24/2018
Layered Fields for Natural Tessellations on Surfaces
Mimicking natural tessellation patterns is a fascinating multi-disciplin...
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03/15/2018
Mo2Cap2: Real-time Mobile 3D Motion Capture with a Cap-mounted Fisheye Camera
We propose the first real-time approach for the egocentric estimation of...
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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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05/03/2017
VNect: Real-time 3D Human Pose Estimation with a Single RGB Camera
We present the first real-time method to capture the full global 3D skel...
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12/31/2016
EgoCap: Egocentric Marker-less Motion Capture with Two Fisheye Cameras (Extended Abstract)
Marker-based and marker-less optical skeletal motion-capture methods use...
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10/21/2016
Model-based Outdoor Performance Capture
We propose a new model-based method to accurately reconstruct human perf...
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09/23/2016
EgoCap: Egocentric Marker-less Motion Capture with Two Fisheye Cameras
Marker-based and marker-less optical skeletal motion-capture methods use...
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07/28/2016
General Automatic Human Shape and Motion Capture Using Volumetric Contour Cues
Markerless motion capture algorithms require a 3D body with properly per...
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03/19/2016
Deep Shading: Convolutional Neural Networks for Screen-Space Shading
In computer vision, convolutional neural networks (CNNs) have recently a...
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02/11/2016