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02/20/2023
Simulating analogue film damage to analyse and improve artefact restoration on high-resolution scans
Digital scans of analogue photographic film typically contain artefacts ...
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11/17/2022
RenderDiffusion: Image Diffusion for 3D Reconstruction, Inpainting and Generation
Diffusion models currently achieve state-of-the-art performance for both...
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10/12/2022
Determining band structure parameters of two-dimensional materials by deep learning
The field of two-dimensional materials has mastered the fabrication and ...
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06/16/2021
Unsupervised Video Prediction from a Single Frame by Estimating 3D Dynamic Scene Structure
Our goal in this work is to generate realistic videos given just one ini...
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09/08/2020
Computational Design of Cold Bent Glass Façades
Cold bent glass is a promising and cost-efficient method for realizing d...
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04/08/2020
Leveraging 2D Data to Learn Textured 3D Mesh Generation
Numerous methods have been proposed for probabilistic generative modelli...
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04/01/2020
Object-Centric Image Generation with Factored Depths, Locations, and Appearances
We present a generative model of images that explicitly reasons over the...
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01/19/2019
Learning single-image 3D reconstruction by generative modelling of shape, pose and shading
We present a unified framework tackling two problems: class-specific 3D ...
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07/24/2018
Learning to Generate and Reconstruct 3D Meshes with only 2D Supervision
We present a unified framework tackling two problems: class-specific 3D ...
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11/29/2017
Automatic Generation of Constrained Furniture Layouts
Efficient authoring of vast virtual environments hinges on algorithms th...
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11/29/2017
A Generative Model of 3D Object Layouts in Apartments
Understanding indoor scenes is an important task in computer vision. Thi...
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07/12/2016