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A Compact Representation of Measured BRDFs Using Neural Processes

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-642-33783-3_42openalex-snapshot
Reflectance and Natural Illumination from a Single Image
inferredcites →https://doi.org/10.1007/s00371-019-01664-zopenalex-snapshot
Compact and intuitive data-driven BRDF models
inferredcites →https://doi.org/10.1109/iccv.2017.484openalex-snapshot
Learning High Dynamic Range from Outdoor Panoramas
inferredcites →https://doi.org/10.1109/iccv.2019.00882openalex-snapshot
Deep Appearance Maps
inferredcites →https://doi.org/10.1109/tvcg.2012.73openalex-snapshot
Rational BRDF
inferredcites →https://doi.org/10.1111/(issn)1467-8659openalex-snapshot
Computer Graphics Forum
inferredcites →https://doi.org/10.1111/cgf.12477openalex-snapshot
Template‐Based Sampling of Anisotropic BRDFs
inferredcites →https://doi.org/10.1111/j.1467-8659.2012.03147.xopenalex-snapshot
Accurate fitting of measured reflectances using a Shifted Gamma micro‐facet distribution
inferredcites →https://doi.org/10.1145/1141911.1141949openalex-snapshot
Inverse shade trees for non-parametric material representation and editing
inferredcites →https://doi.org/10.1145/1179352.1141949openalex-snapshot
Inverse shade trees for non-parametric material representation and editing
inferredcites →https://doi.org/10.1145/1186562.1015751openalex-snapshot
Efficient BRDF importance sampling using a factored representation
inferredcites →https://doi.org/10.1145/1276377.1276411openalex-snapshot
Interactive relighting with dynamic BRDFs
inferredcites →https://doi.org/10.1145/142920.134078openalex-snapshot
Measuring and modeling anisotropic reflection
inferredcites →https://doi.org/10.1145/2077341.2077350openalex-snapshot
BRDF models for accurate and efficient rendering of glossy surfaces
inferredcites →https://doi.org/10.1145/258734.258801openalex-snapshot
Non-linear approximation of reflectance functions
inferredcites →https://doi.org/10.1145/2601097.2601155openalex-snapshot
Rendering glints on high-resolution normal-mapped specular surfaces
inferredcites →https://doi.org/10.1145/2601097.2601186openalex-snapshot
Discrete stochastic microfacet models
inferredcites →https://doi.org/10.1145/2601097.2601193openalex-snapshot
genBRDF
inferredcites →https://doi.org/10.1145/2816795.2818085openalex-snapshot
On optimal, minimal BRDF sampling for reflectance acquisition
inferredcites →https://doi.org/10.1145/2907941openalex-snapshot
A Non-Parametric Factor Microfacet Model for Isotropic BRDFs
inferredcites →https://doi.org/10.1145/2980179.2980242openalex-snapshot
An intuitive control space for material appearance
inferredcites →https://doi.org/10.1145/3072959.3073621openalex-snapshot
A two-scale microfacet reflectance model combining reflection and diffraction
inferredcites →https://doi.org/10.1145/3130800.3130816openalex-snapshot
HDR image reconstruction from a single exposure using deep CNNs
inferredcites →https://doi.org/10.1145/3197517.3201307openalex-snapshot
Gaussian material synthesis
inferredcites →https://doi.org/10.1145/3197517.3201378openalex-snapshot
Single-image SVBRDF capture with a rendering-aware deep network
inferredcites →https://doi.org/10.1145/3272127.3275026openalex-snapshot
Connecting measured BRDFs to analytic BRDFs by data-driven diffuse-specular separation
inferredcites →https://doi.org/10.1145/3272127.3275059openalex-snapshot
An adaptive parameterization for efficient material acquisition and rendering
inferredcites →https://doi.org/10.1145/3306346.3323036openalex-snapshot
A similarity measure for material appearance
inferredcites →https://doi.org/10.1145/3306346.3323042openalex-snapshot
Deep inverse rendering for high-resolution SVBRDF estimation from an arbitrary number of images
inferredcites →https://doi.org/10.1145/3341156openalex-snapshot
Neural Importance Sampling
inferredcites →https://doi.org/10.1145/357290.357293openalex-snapshot
A Reflectance Model for Computer Graphics
inferredcites →https://doi.org/10.1145/360825.360839openalex-snapshot
Illumination for computer generated pictures
inferredcites →https://doi.org/10.1145/882262.882343openalex-snapshot
A data-driven reflectance model
inferredcites →https://doi.org/10.1145/965141.563893openalex-snapshot
Models of light reflection for computer synthesized pictures
inferredcites →https://doi.org/10.4230/oasics.dx.2026.15openalex-snapshot
AutoResearch Lite: a reproducible paper-inspired experiment runner (Adam mechanism reproduction and convergence-speed comparison)
inferredcites →https://doi.org/10.48550/arxiv.1312.6114openalex-snapshot
Auto-Encoding Variational Bayes
inferredcites →https://doi.org/10.48550/arxiv.1410.8516openalex-snapshot
NICE: Non-linear Independent Components Estimation
inferredcites →https://doi.org/10.48550/arxiv.1605.08695openalex-snapshot
TensorFlow: A system for large-scale machine learning
inferredcites →https://doi.org/10.48550/arxiv.1605.08803openalex-snapshot
Density Estimation Using Real NVP
inferredcites →https://doi.org/10.5555/1046920.1194904openalex-snapshot
Probabilistic Non-linear Principal Component Analysis with Gaussian Process Latent Variable Models
inferredcites →https://doi.org/10.5555/882404.882439openalex-snapshot
Efficient isotropic BRDF measurement

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-031-50072-5_26openalex-snapshot
Parametrization of Measured BRDF for Flexible Material Editing
inferred← citeshttps://doi.org/10.1007/978-3-031-73116-7_5openalex-snapshot
Hypernetworks for Generalizable BRDF Representation
inferred← citeshttps://doi.org/10.1007/978-3-031-73209-6_7openalex-snapshot
Synthesizing Time-Varying BRDFs via Latent Space
inferred← citeshttps://doi.org/10.1007/978-3-032-31583-0_27openalex-snapshot
Lunar-G2R: Geometry-to-Reflectance Learning for High-Fidelity Lunar BRDF Estimation
inferred← citeshttps://doi.org/10.1109/3dv62453.2024.00068openalex-snapshot
Hyper-SNBRDF: Hypernetwork for Neural BRDF Using Sinusoidal Activation
inferred← citeshttps://doi.org/10.1109/cvpr52729.2023.01618openalex-snapshot
NeuFace: Realistic 3D Neural Face Rendering from Multi-View Images
inferred← citeshttps://doi.org/10.1109/cvpr52733.2024.00415openalex-snapshot
Real-Time Neural BRDF with Spherically Distributed Primitives
inferred← citeshttps://doi.org/10.1109/tvcg.2026.3687578openalex-snapshot
Neural Enhancement of Analytical Appearance Models
inferred← citeshttps://doi.org/10.1111/cgf.14765openalex-snapshot
In‐the‐wild Material Appearance Editing using Perceptual Attributes
inferred← citeshttps://doi.org/10.1111/cgf.14980openalex-snapshot
Generating Parametric BRDFs from Natural Language Descriptions
inferred← citeshttps://doi.org/10.1111/cgf.15013openalex-snapshot
Real‐Time Neural Materials using Block‐Compressed Features
inferred← citeshttps://doi.org/10.1111/cgf.15037openalex-snapshot
Predicting Perceived Gloss: Do Weak Labels Suffice?
inferred← citeshttps://doi.org/10.1111/cgf.15199openalex-snapshot
Deep SVBRDF Acquisition and Modelling: A Survey
inferred← citeshttps://doi.org/10.1111/cgf.15234openalex-snapshot
NeuPreSS: Compact Neural Precomputed Subsurface Scattering for Distant Lighting of Heterogeneous Translucent Objects
inferred← citeshttps://doi.org/10.1111/cgf.70286openalex-snapshot
BRDF Importance Baking: A Lightweight Neural Solution to Importance Sampling General Parametric BRDFs
inferred← citeshttps://doi.org/10.1111/cgf.70500openalex-snapshot
Physically Based Neural BRDF: A Framework for Physically Correct Material Reconstruction, Generation and Editing
inferred← citeshttps://doi.org/10.1111/cgf.70540openalex-snapshot
A Hybrid Neural‐Microfacet BRDF Model for Real‐Time Rendering
inferred← citeshttps://doi.org/10.1145/3528233.3530732openalex-snapshot
Neural Layered BRDFs
inferred← citeshttps://doi.org/10.1145/3588432.3591505openalex-snapshot
Neural Biplane Representation for BTF Rendering and Acquisition
inferred← citeshttps://doi.org/10.1145/3596491openalex-snapshot
NeLT: Object-Oriented Neural Light Transfer
inferred← citeshttps://doi.org/10.1145/3618358openalex-snapshot
OpenSVBRDF: A Database of Measured Spatially-Varying Reflectance
inferred← citeshttps://doi.org/10.1145/3618365openalex-snapshot
MetaLayer: A Meta-Learned BSDF Model for Layered Materials
inferred← citeshttps://doi.org/10.1145/3659577openalex-snapshot
Real-time Neural Appearance Models
inferred← citeshttps://doi.org/10.1145/3670947.3670951openalex-snapshot
A Non-parametric Factor Representation and Editing for Measured Anisotropic Spectral BRDFs
inferred← citeshttps://doi.org/10.1145/3670947.3670953openalex-snapshot
Separation of Reflection Components for Measured Spectral BRDFs
inferred← citeshttps://doi.org/10.1145/3680528.3687578openalex-snapshot
A Dynamic By-example BTF Synthesis Scheme
inferred← citeshttps://doi.org/10.1145/3680528.3687684openalex-snapshot
BSDF importance sampling using a diffusion model
inferred← citeshttps://doi.org/10.1145/3721238.3730626openalex-snapshot
Towards Comprehensive Neural Materials: Dynamic Structure-Preserving Synthesis with Accurate Silhouette at Instant Inference Speed
inferred← citeshttps://doi.org/10.1145/3799902.3811231openalex-snapshot
Taming optimization variance in compact neural shading networks
inferred← citeshttps://doi.org/10.1145/3806194openalex-snapshot
Fast and Accurate Gaussian Process Modelling of Real-World Materials
inferred← citeshttps://doi.org/10.3384/9789181181494openalex-snapshot
Data-driven Reflectance Acquisition and Modeling for Predictive Rendering
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