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Joint Neural Denoising of Surfaces and Volumes

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What this work says

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

inferredcites →https://doi.org/10.1007/978-3-319-24574-4_28openalex-snapshot
U-Net: Convolutional Networks for Biomedical Image Segmentation
inferredcites →https://doi.org/10.1016/j.jqsrt.2013.04.001openalex-snapshot
Integral formulation of null-collision Monte Carlo algorithms
inferredcites →https://doi.org/10.1016/j.media.2016.06.016openalex-snapshot
Shaping the future through innovations: From medical imaging to precision medicine
inferredcites →https://doi.org/10.1086/144246openalex-snapshot
Diffuse radiation in the Galaxy
inferredcites →https://doi.org/10.1111/(issn)1467-8659openalex-snapshot
Computer Graphics Forum
inferredcites →https://doi.org/10.1111/cgf.13383openalex-snapshot
Monte Carlo Methods for Volumetric Light Transport Simulation
inferredcites →https://doi.org/10.1111/cgf.13919openalex-snapshot
Neural Temporal Adaptive Sampling and Denoising
inferredcites →https://doi.org/10.1111/cgf.14049openalex-snapshot
Neural Denoising with Layer Embeddings
inferredcites →https://doi.org/10.1145/218380.218498openalex-snapshot
Optimally combining sampling techniques for Monte Carlo rendering
inferredcites →https://doi.org/10.1145/2487228.2487235openalex-snapshot
VDB
inferredcites →https://doi.org/10.1145/2661229.2661292openalex-snapshot
Residual ratio tracking for estimating attenuation in participating media
inferredcites →https://doi.org/10.1145/3072959.3073601openalex-snapshot
Interactive reconstruction of Monte Carlo image sequences using a recurrent denoising autoencoder
inferredcites →https://doi.org/10.1145/3072959.3073708openalex-snapshot
Kernel-predicting convolutional networks for denoising Monte Carlo renderings
inferredcites →https://doi.org/10.1145/3182162openalex-snapshot
RenderMan
inferredcites →https://doi.org/10.1145/3197517.3201388openalex-snapshot
Denoising with kernel prediction and asymmetric loss functions
inferredcites →https://doi.org/10.1145/3306346.3322954openalex-snapshot
Sample-based Monte Carlo denoising using a kernel-splatting network
inferredcites →https://doi.org/10.1145/3355089.3356547openalex-snapshot
Adversarial Monte Carlo denoising with conditioned auxiliary feature modulation
inferredcites →https://doi.org/10.1145/3406181openalex-snapshot
Neural Denoising for Path Tracing of Medical Volumetric Data
inferredcites →https://doi.org/10.1145/3450623.3464653openalex-snapshot
NanoVDB: A GPU-Friendly and Portable VDB Data Structure For Real-Time Rendering And Simulation
inferredcites →https://doi.org/10.1145/3451256openalex-snapshot
Interactive Path Tracing and Reconstruction of Sparse Volumes
inferredcites →https://doi.org/10.1145/74334.74359openalex-snapshot
Hypertexture
inferredcites →https://doi.org/10.5555/2816723.2816781openalex-snapshot
Recent Advances in Adaptive Sampling and Reconstruction for Monte Carlo Rendering

What points at this work

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

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.compind.2025.104360openalex-snapshot
A comprehensive survey of image synthesis approaches for Deep Learning-based surface defect detection in manufacturing
inferred← citeshttps://doi.org/10.1016/j.visinf.2026.100323openalex-snapshot
Advances in AI-powered photorealistic ultrasound visualization techniques: A survey
inferred← citeshttps://doi.org/10.1109/vr67842.2026.00078openalex-snapshot
Hybrid Foveated Path Tracing with Peripheral Gaussians for Immersive Anatomy
inferred← citeshttps://doi.org/10.1111/cgf.70178openalex-snapshot
Real‐Time Importance Deep Shadows Maps with Hardware Ray Tracing
inferred← citeshttps://doi.org/10.1111/cgf.70276openalex-snapshot
Real‐time Neural Denoising for Volume Rendering Using Dual‐Input Feature Fusion Network
inferred← citeshttps://doi.org/10.1145/3651299openalex-snapshot
A Fast GPU Schedule For À-Trous Wavelet-Based Denoisers
inferred← citeshttps://doi.org/10.1145/3763273openalex-snapshot
Jackknife Transmittance and MIS Weight Estimation
inferred← citeshttps://doi.org/10.1145/3768618openalex-snapshot
A Survey on Deep Learning for Monte Carlo Path Tracing
inferred← citeshttps://doi.org/10.1145/3799902.3811128openalex-snapshot
Ragged Neighborhood Attention for Spatiotemporal Neural Denoising of Deep Monte Carlo Renderings
inferred← citeshttps://doi.org/10.1145/3811377openalex-snapshot
Forget Superresolution, Sample Adaptively (when Path Tracing)
inferred← citeshttps://doi.org/10.3390/app15189893openalex-snapshot
Deep Learning-Based Denoising for Interactive Realistic Rendering of Biomedical Volumes
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