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09/04/2023
ControlMat: A Controlled Generative Approach to Material Capture
Material reconstruction from a photograph is a key component of 3D conte...
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07/25/2023
The Visual Language of Fabrics
We introduce text2fabric, a novel dataset that links free-text descripti...
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07/06/2023
PSDR-Room: Single Photo to Scene using Differentiable Rendering
A 3D digital scene contains many components: lights, materials and geome...
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05/22/2023
Materialistic: Selecting Similar Materials in Images
Separating an image into meaningful underlying components is a crucial f...
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05/20/2023
PhotoMat: A Material Generator Learned from Single Flash Photos
Authoring high-quality digital materials is key to realism in 3D renderi...
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05/04/2023
Floaters No More: Radiance Field Gradient Scaling for Improved Near-Camera Training
NeRF acquisition typically requires careful choice of near planes for th...
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04/25/2023
Generating Procedural Materials from Text or Image Prompts
Node graph systems are used ubiquitously for material design in computer...
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07/15/2022
Node Graph Optimization Using Differentiable Proxies
Graph-based procedural materials are ubiquitous in content production in...
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06/30/2022
Controlling Material Appearance by Examples
Despite the ubiquitousness of materials maps in modern rendering pipelin...
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06/12/2022
TileGen: Tileable, Controllable Material Generation and Capture
Recent methods (e.g. MaterialGAN) have used unconditional GANs to genera...
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02/23/2022
Paying U-Attention to Textures: Multi-Stage Hourglass Vision Transformer for Universal Texture Synthesis
We present a novel U-Attention vision Transformer for universal texture ...
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09/14/2021
An Inverse Procedural Modeling Pipeline for SVBRDF Maps
Procedural modeling is now the de facto standard of material modeling in...
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05/06/2021
Deep Polarization Imaging for 3D shape and SVBRDF Acquisition
We present a novel method for efficient acquisition of shape and spatial...
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02/23/2021
Generative Modelling of BRDF Textures from Flash Images
We learn a latent space for easy capture, semantic editing, consistent i...
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07/06/2020
Guided Fine-Tuning for Large-Scale Material Transfer
We present a method to transfer the appearance of one or a few exemplar ...
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06/27/2019
Flexible SVBRDF Capture with a Multi-Image Deep Network
Empowered by deep learning, recent methods for material capture can esti...
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10/23/2018