multiscale

[ECCV22] BungeeNeRF: Progressive Neural Radiance Field for Extreme Multi-scale Scene Rendering

Entropy for Python

A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).

A framework for developing multi-scale arrays for use in scientific machine learning (SciML) simulations

The ENIGMA Toolbox is an open-source repository for accessing 100+ ENIGMA statistical maps, visualizing cortical and subcortical surface data, and relating neuroimaging findings to micro- and macroscale brain organization. 🤠

Python library for solving large-scale inverse problems

pycaffe version of RSA 'Recurrent Scale Approximation for Object Detection in CNN'

Official implementation of MSR-GCN (ICCV 2021 paper)

Multigrid Neural Architecture

Multiscale Modeling

Inspired by the convolutional recurrent neural network(CRNN) and inception, we propose a multiscale time-frequency convolutional recurrent neural network (MTF-CRNN) for audio event detection. Our goal is to improve audio event detection performance and recognize target audio events that have different lengths and accompany the complex audio background. We exploit multi-groups of parallel and serial convolutional kernels to learn high-level shift invariant features from the time and frequency domains of acoustic samples. A two-layer bi-direction gated recurrent unit) based on the recurrent neural network is used to capture the temporal context from the extracted high-level features. The proposed method is evaluated on the DCASE2017 challenge dataset. Compared to other methods, the MTF-CRNN achieves one of the best test performances for a single model without pre-training and without using a multi-model ensemble approach.

Object-Oriented Perl 5, Moose Library for Molecular Hacking

Scalable Insets for HiGlass: a new technique for interactively exploring and navigating large numbers of annotated patterns in multiscale visual spaces such as gigapixel images, matrices, or maps.

Object trackers you deserve!

Efficient Multiscale Topology Optimization

Generate a multiscale, chunked, multi-dimensional spatial image data structure that can serialized to OME-NGFF.

Multiscale Entropy with Python

FFT-based Homogenization

A manager tool to facilitate two-scale coupling in multi-physics simulations using preCICE.