Popular GitHub Repositories for Spline

[CVPR 2022] Thin-Plate Spline Motion Model for Image Animation.

Implementation of the Spline-Based Convolution Operator of SplineCNN in PyTorch

SplineGS: Robust Motion-Adaptive Spline for Real-Time Dynamic 3D Gaussians from Monocular Video (CVPR 2025)

a novel architecture that leverages Autoencoders to superimpose the hidden representations of a base model and a fine-tuned model within a shared parameter space. Using B-spline-based blending coefficients and autoencoders that adaptively reconstruct the original hidden states based on the input data distribution.

Implementation of the proposed Spline-Based Transformer from Disney Research

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.

Personalization of the image enhancement style from few samples.

[NeurIPS 23] Official Code for "Learning Efficient Surrogate Dynamic Models with Graph Spline Networks"

Thin Plate Spline Motion Model - ONNX. Extended version for FaceSwap - HeadSwap - PartSwap

一个用于与 Spline 3D 设计工具 API 交互的多处理器协调服务器

Dynamic Modeling and Machine Learning Environment

A Differentiable THB-spline module implemented in JAX and PyTorch

Generative algorithms using splines, interpolation and randomised ellipse equations.