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Real-time Neural Appearance Models

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What this work says

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

inferredcites →https://doi.org/10.1007/978-3-030-58452-8_24openalex-snapshot
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis
inferredcites →https://doi.org/10.1111/cgf.13225openalex-snapshot
Deep Shading: Convolutional Neural Networks for Screen Space Shading
inferredcites →https://doi.org/10.1111/cgf.13633openalex-snapshot
Neural BTF Compression and Interpolation
inferredcites →https://doi.org/10.1111/cgf.13921openalex-snapshot
Unified Neural Encoding of BTFs
inferredcites →https://doi.org/10.1111/cgf.14335openalex-snapshot
Neural BRDF Representation and Importance Sampling
inferredcites →https://doi.org/10.1111/cgf.14449openalex-snapshot
NeRF‐Tex: Neural Reflectance Field Textures
inferredcites →https://doi.org/10.1145/1730804.1730834openalex-snapshot
LEAN mapping
inferredcites →https://doi.org/10.1145/2018323.2018330openalex-snapshot
Improving SIMD efficiency for parallel Monte Carlo light transport on the GPU
inferredcites →https://doi.org/10.1145/218380.218498openalex-snapshot
Optimally combining sampling techniques for Monte Carlo rendering
inferredcites →https://doi.org/10.1145/2492045.2492060openalex-snapshot
Megakernels considered harmful
inferredcites →https://doi.org/10.1145/2508363.2508422openalex-snapshot
Linear efficient antialiased displacement and reflectance mapping
inferredcites →https://doi.org/10.1145/3197517.3201380openalex-snapshot
Slang
inferredcites →https://doi.org/10.1145/3197517.3201388openalex-snapshot
Denoising with kernel prediction and asymmetric loss functions
inferredcites →https://doi.org/10.1145/3272127.3275059openalex-snapshot
An adaptive parameterization for efficient material acquisition and rendering
inferredcites →https://doi.org/10.1145/3305366.3328085openalex-snapshot
Path tracing in production
inferredcites →https://doi.org/10.1145/3306346.3323035openalex-snapshot
Deferred neural rendering
inferredcites →https://doi.org/10.1145/3341156openalex-snapshot
Neural Importance Sampling
inferredcites →https://doi.org/10.1145/3355089.3356525openalex-snapshot
Learning generative models for rendering specular microgeometry
inferredcites →https://doi.org/10.1145/3406183openalex-snapshot
FLIP
inferredcites →https://doi.org/10.1145/3414685.3417804openalex-snapshot
Neural control variates
inferredcites →https://doi.org/10.1145/3450626.3459795openalex-snapshot
NeuMIP
inferredcites →https://doi.org/10.1145/3490385openalex-snapshot
A Compact Representation of Measured BRDFs Using Neural Processes
inferredcites →https://doi.org/10.1145/3528223.3530127openalex-snapshot
Instant neural graphics primitives with a multiresolution hash encoding
inferredcites →https://doi.org/10.1145/3528233.3530721openalex-snapshot
Rendering Neural Materials on Curved Surfaces
inferredcites →https://doi.org/10.1145/3528233.3530732openalex-snapshot
Neural Layered BRDFs
inferredcites →https://doi.org/10.1145/3550454.3555487openalex-snapshot
MIPNet
inferredcites →https://doi.org/10.1145/3570327openalex-snapshot
Deep Appearance Prefiltering
inferredcites →https://doi.org/10.1145/3588432.3591524openalex-snapshot
NeuSample: Importance Sampling for Neural Materials
inferredcites →https://doi.org/10.1145/3592407openalex-snapshot
Random-Access Neural Compression of Material Textures
inferredcites →https://doi.org/10.1145/882262.882343openalex-snapshot
A data-driven reflectance model
inferredcites →https://doi.org/10.1364/josa.65.000531openalex-snapshot
Average irregularity representation of a rough surface for ray reflection
inferredcites →https://doi.org/10.48550/arxiv.2210.13681openalex-snapshot
BSDF Importance Baking: A Lightweight Neural Solution to Importance Sampling General Parametric BSDFs
inferredcites →https://doi.org/10.71781/10590openalex-snapshot
Photorealistic Surface Rendering with Microfacet Theory

What points at this work

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

inferred← citeshttps://doi.org/10.1007/978-3-032-07986-2_17openalex-snapshot
Tiny Neural Approximators for Real-Time Rendering Decisions Based on Discrete Cosine Transform Image Representation
inferred← citeshttps://doi.org/10.1007/978-981-95-7195-6_10openalex-snapshot
Neural Global Illumination via HoloMap and AdaptMap
inferred← citeshttps://doi.org/10.1007/s11432-024-4541-9openalex-snapshot
Artificial intelligence for virtual reality: a review
inferred← citeshttps://doi.org/10.1016/j.cag.2026.104766openalex-snapshot
Shared neural representation for real-time fabric rendering
inferred← citeshttps://doi.org/10.1038/s41598-026-42313-5openalex-snapshot
Deep learning for high-resolution material texture enhancement in 3D environments
inferred← citeshttps://doi.org/10.1109/3dv62453.2024.00068openalex-snapshot
Hyper-SNBRDF: Hypernetwork for Neural BRDF Using Sinusoidal Activation
inferred← citeshttps://doi.org/10.1109/3dv66043.2025.00055openalex-snapshot
PIR: Photometric Inverse Rendering with Shading Cues Modeling and Surface Reflectance Regularization
inferred← citeshttps://doi.org/10.1109/cvpr52733.2024.01999openalex-snapshot
Neural Directional Encoding for Efficient and Accurate View-Dependent Appearance Modeling
inferred← citeshttps://doi.org/10.1109/isca66397.2026.00142openalex-snapshot
GauTracer: Extending Ray Tracing Accelerator for Gaussian-Based Scene Representation
inferred← citeshttps://doi.org/10.1109/netcrypt65877.2025.11102583openalex-snapshot
Emerging Trends and Technologies in Graphics Rendering Pipeline
inferred← citeshttps://doi.org/10.1109/tvcg.2025.3596146openalex-snapshot
TransGI: Real-Time Dynamic Global Illumination With Object-Centric Neural Transfer Model
inferred← citeshttps://doi.org/10.1109/tvcg.2026.3687578openalex-snapshot
Neural Enhancement of Analytical Appearance Models
inferred← citeshttps://doi.org/10.1111/cgf.15116openalex-snapshot
A Hierarchical Architecture for Neural Materials
inferred← citeshttps://doi.org/10.1111/cgf.15149openalex-snapshot
VMF Diffuse: A unified rough diffuse BRDF
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.70318openalex-snapshot
Real‐Time Neural Materials on Mobile VR
inferred← citeshttps://doi.org/10.1111/cgf.70331openalex-snapshot
A Real‐Time Multi‐Scale Neural Representation for Complex Surface Reflectance
inferred← citeshttps://doi.org/10.1111/cgf.70540openalex-snapshot
A Hybrid Neural‐Microfacet BRDF Model for Real‐Time Rendering
inferred← citeshttps://doi.org/10.1145/3641519.3657496openalex-snapshot
Real-time Neural Woven Fabric Rendering
inferred← citeshttps://doi.org/10.1145/3680528.3687566openalex-snapshot
Neural Product Importance Sampling via Warp Composition
inferred← citeshttps://doi.org/10.1145/3680528.3687680openalex-snapshot
Neural Global Illumination via Superposed Deformable Feature Fields
inferred← citeshttps://doi.org/10.1145/3695866openalex-snapshot
RNA: Relightable Neural Assets
inferred← citeshttps://doi.org/10.1145/3716368.3735243openalex-snapshot
Event-Driven Spatiotemporal Processing-In-Sensor with Phase Change Memory-based Optical Acceleration
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/10.1145/3721238.3730679openalex-snapshot
Neural BRDF Importance Sampling by Reparameterization
inferred← citeshttps://doi.org/10.1145/3721238.3730746openalex-snapshot
Generative Neural Materials
inferred← citeshttps://doi.org/10.1145/3721241.3733999openalex-snapshot
An Introduction to Neural Shading
inferred← citeshttps://doi.org/10.1145/3728295openalex-snapshot
LSNIF: Locally-Subdivided Neural Intersection Function
inferred← citeshttps://doi.org/10.1145/3757374.3771447openalex-snapshot
Improving Angular Parameterization for Compact Neural Materials
inferred← citeshttps://doi.org/10.1145/3757377.3763853openalex-snapshot
Hyperspectral Polarimetric BRDFs of Real-world Materials
inferred← citeshttps://doi.org/10.1145/3757377.3763958openalex-snapshot
NeLiF: Neural Lighting Function Generation for Real-Time Indoor Rendering
inferred← citeshttps://doi.org/10.1145/3799820.3812491openalex-snapshot
An Introduction to Neural Shading
inferred← citeshttps://doi.org/10.1145/3799902.3811094openalex-snapshot
8DNA: 8D Neural Asset Light Transport by Distribution Learning
inferred← citeshttps://doi.org/10.1145/3799902.3811190openalex-snapshot
VideoNeuMat: Neural Material Extraction from Generative Video Models
inferred← citeshttps://doi.org/10.1145/3799902.3811210openalex-snapshot
Toward Richer Material Generation via Procedural Data Enhancement
inferred← citeshttps://doi.org/10.1145/3799902.3811231openalex-snapshot
Taming optimization variance in compact neural shading networks
inferred← citeshttps://doi.org/10.1145/3811377openalex-snapshot
Forget Superresolution, Sample Adaptively (when Path Tracing)
inferred← citeshttps://doi.org/10.1145/3820020openalex-snapshot
Environmental Volumetric Neural Shading of Clouds for Real-Time Rendering
inferred← citeshttps://doi.org/10.1364/oe.568330openalex-snapshot
Light field reflection matrix model for three-dimensional surfaces of isotropic materials
inferred← citeshttps://doi.org/10.70675/08eadb30z8466z4763zbba6za6a4dab9a29eopenalex-snapshot
Task Specification and Generalization in Multi-Task Reinforcement Learning
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