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Topic: "piecewise-polynomial"

mcrescas/viltrum-mitsuba

This repository contains the source code of the paper Primary-Space Adaptive Control Variates using Piecewise-Polynomial Approximations by Miguel Crespo, Adrian Jarabo, and Adolfo Muñoz from ACM Transactions on Graphics.

Language: C++ - Size: 54.9 MB - Last synced at: 30 days ago - Pushed at: about 3 years ago - Stars: 21 - Forks: 5

adolfomunoz/viltrum

VILTRUM: Varied Integration Layouts for arbiTRary integrals in a Unified Manner - A C++17 header-only library that provides a set of numerical integration routines

Language: C++ - Size: 383 KB - Last synced at: 20 days ago - Pushed at: 3 months ago - Stars: 16 - Forks: 4

jloveric/high-order-layers-torch

High order and sparse layers in pytorch. Lagrange Polynomial, Piecewise Lagrange Polynomial, Piecewise Discontinuous Lagrange Polynomial (Chebyshev nodes) and Fourier Series layers of arbitrary order. Piecewise implementations could be thought of as a 1d grid (for each neuron) where each grid element is Lagrange polynomial. Both full connected and convolutional layers included.

Language: Python - Size: 2.84 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 9 - Forks: 0

jloveric/high-order-implicit-representation

Implicit representation of various things using PyTorch and high order layers

Language: Python - Size: 5.08 MB - Last synced at: 26 days ago - Pushed at: 11 months ago - Stars: 8 - Forks: 2

jloveric/high-order-layers

Tensorflow layers using piecewise Lagrange polynomials and Fourier series.

Language: Python - Size: 662 KB - Last synced at: about 10 hours ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0

swvanbuuren/cubinterpp

Multidimensional cubic and linear interpolation in modern C++ with Python support

Language: C++ - Size: 1.82 MB - Last synced at: 10 days ago - Pushed at: 11 days ago - Stars: 3 - Forks: 1

jloveric/language-interpolation

Experiments in language interpolation with high order sparse neural networks

Language: Python - Size: 1.55 MB - Last synced at: 29 days ago - Pushed at: 7 months ago - Stars: 1 - Forks: 1

amatov/CurvedSpeckleKymograph

Language: MATLAB - Size: 143 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Related Topics
high-order-methods 3 fourier-series 2 implicit-representions 2 pytorch 2 pytorch-lightning 2 sparse-network 2 spline 2 python 2 lagrange-interpolation 2 kan 2 control-variates 2 numerical-integration 2 rendering 2 kymograph-slope-represents-speed 1 interpolating-curved-tracks 1 greyscale-image-gradient 1 low-signal-to-noise-ratio 1 fluorescent-speckle-microscopy 1 molecular-cargo-motion-analysis 1 display-intensity-over-time 1 curve-trajectory-tracing 1 motion-detection 1 cubic-spline-data-interpolation 1 piecewise-polynomial-network 1 neural-network 1 fourier-series-network 1 discontinuous-polynomial-network 1 coordinate-mlp 1 sparse-mlp 1 natural-language-processing 1 mamba 1 lion 1 gutenberg 1 deep-learning 1 adaptive-quadrature 1 visualize-motion-of-fluoresecnt-speckles 1 visualize-biological-processes 1 time-lapse-image-sequence 1 spline-curves 1 spline-curve-mathematically-interpolated 1 represent-dynamic-processes-on-one-image 1 1d-interpolation 1 2d-interpolation 1 3d-interpolation 1 akima 1 cpp 1 cpp23 1 cubic-interpolation 1 interpolation 1 linear-interpolation 1 mdspan 1 multidimensional-interpolation 1 pybind11 1 spline-interpolation 1 submdspan 1 chebyshev-polynomials 1 deeplearning 1 discontinuous 1 fluid-dynamics 1 grid 1 hp-refinement 1 lagrange-polynomial-interpolation 1 chebyshev-polynomial 1 machine-learning-algorithms 1 tensorflow 1 tensorflow-layers 1 quadrature-rules 1 2d-representation-position-vs-time 1 automated-kymograph 1 biomedical-image-processing 1