Neural Control Variates

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Neural Control Variates

2 June 2020

Fabrice Rousselle

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Papers citing "Neural Control Variates"

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Title
Training neural control variates using correlated configurations Hyunwoo Oh BDL 96 0 0 12 May 2025
Hypothesis Testing for Progressive Kernel Estimation and VCM Framework Zehui Lin Chenxiao Hu Jinzhu Jia Sheng Li 53 1 0 06 Apr 2025
Neural Parametric Mixtures for Path Guiding Honghao Dong Guoping Wang Sheng Li BDL 130 12 0 06 Apr 2025
Leveraging neural control variates for enhanced precision in lattice field theory Paulo F. Bedaque Hyunwoo Oh 77 6 0 13 Mar 2025
Accelerating Unbiased LLM Evaluation via Synthetic Feedback Zhaoyi Zhou Yuda Song Andrea Zanette ALM 158 0 0 14 Feb 2025
Joint Optimization of Triangle Mesh, Material, and Light from Neural Fields with Neural Radiance Cache Jiakai Sun Zhanjie Zhang Tianyi Chu Guangyuan Li Lei Zhao Lei Zhao Wei Xing 84 2 0 26 May 2023
Meta-learning Control Variates: Variance Reduction with Limited Data Z. Sun Chris J. Oates F. Briol BDL 94 9 0 08 Mar 2023
Physics-informed neural networks for pathloss prediction Steffen Limmer Alberto Martínez Alba Nicola Michailow PINN AI4CE 25 0 0 23 Nov 2022
Regression-based Monte Carlo Integration Corentin Salaün Adrien Gruson Binh-Son Hua T. Hachisuka Gurprit Singh 30 6 0 14 Nov 2022
Amortized Variational Inference: A Systematic Review Ankush Ganguly Sanjana Jain Ukrit Watchareeruetai 78 17 0 22 Sep 2022
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding Thomas Müller Alex Evans Christoph Schied A. Keller 377 4,071 0 16 Jan 2022
Path Guiding Using Spatio-Directional Mixture Models Ana Dodik Marios Papas Cengiz Öztireli Thomas Müller 72 18 0 25 Nov 2021
Dynamic Diffuse Global Illumination Resampling Z. Majercik Thomas Müller A. Keller Derek Nowrouzezahrai M. McGuire 46 15 0 11 Aug 2021
Real-time Neural Radiance Caching for Path Tracing Thomas Müller Fabrice Rousselle Jan Novák A. Keller 3DH AI4CE 121 167 0 23 Jun 2021
Neural Radiosity Saeed Hadadan Shuhong Chen Matthias Zwicker 57 44 0 26 May 2021
NeuMIP: Multi-Resolution Neural Materials Alexandr Kuznetsov Krishna Mullia Zexiang Xu Miloš Hašan R. Ramamoorthi 60 36 0 06 Apr 2021