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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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05/20/2023
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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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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07/03/2022
MatFormer: A Generative Model for Procedural Materials
Procedural material graphs are a compact, parameteric, and resolution-in...
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07/02/2022
PhotoScene: Photorealistic Material and Lighting Transfer for Indoor Scenes
Most indoor 3D scene reconstruction methods focus on recovering 3D geome...
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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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06/10/2022
Differentiable Rendering of Neural SDFs through Reparameterization
We present a method to automatically compute correct gradients with resp...
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05/19/2022
Physically-Based Editing of Indoor Scene Lighting from a Single Image
We present a method to edit complex indoor lighting from a single image ...
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11/06/2021
Neural BRDFs: Representation and Operations
Bidirectional reflectance distribution functions (BRDFs) are pervasively...
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10/14/2021
SpongeCake: A Layered Microflake Surface Appearance Model
In this paper, we propose SpongeCake: a layered BSDF model where each la...
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04/06/2021
NeuMIP: Multi-Resolution Neural Materials
We propose NeuMIP, a neural method for representing and rendering a vari...
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03/01/2021
NeuTex: Neural Texture Mapping for Volumetric Neural Rendering
Recent work has demonstrated that volumetric scene representations combi...
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09/30/2020
MaterialGAN: Reflectance Capture using a Generative SVBRDF Model
We address the problem of reconstructing spatially-varying BRDFs from a ...
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08/09/2020
Neural Reflectance Fields for Appearance Acquisition
We present Neural Reflectance Fields, a novel deep scene representation ...
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07/25/2020
OpenRooms: An End-to-End Open Framework for Photorealistic Indoor Scene Datasets
Large-scale photorealistic datasets of indoor scenes, with ground truth ...
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07/20/2020
Deep Reflectance Volumes: Relightable Reconstructions from Multi-View Photometric Images
We present a deep learning approach to reconstruct scene appearance from...
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12/02/2019