Popular GitHub Repositories for Deconvolution

(TPAMI 2023) Snowflake Point Deconvolution for Point Cloud Completion and Generation with Skip-Transformer

DICOM Image Segmentation with CNNs in Tensorflow

A Transformer-based model for read-level DNA methylation pattern identification and tumour deconvolution

Algorithmic solutions to optimize inference for convolution-based image upsampling. Coded for clarity, not speed.

Creating artificial images with a Generative Adversarial Network written in PyTorch.

Takes a number and generates the images of those numbers. Trained on MNIST using Deconvolution Neural Networks (Fancy word for Transposed Convolution)

Implementation of 'Density Deconvolution with Normalising Flows' (Dockhorn++2020) using TARFlows (Zhai++2024) in JAX and Equinox.