liamchalcroft
PhD student in Machine Learning @ Wellcome Centre for Human Neuroimaging, UCL
@WCHN @UCLLondon
Pinned Repositories
ano-synth
benchmark_VAE
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
Deform-Conv-3D
Deformable ConvNets V2 (DCNv2) in PyTorch, extended to 3D
liamchalcroft.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
lka_paper_dockers
MDUNet
U-Net model using matrix decomposition framework proposed in Large-kernel Attention for Efficient and Robust Brain Lesion Segmentation (https://arxiv.org/abs/2308.07251)
nitorch
Neuroimaging in PyTorch
RectAngle
Segmentation and classification tool for trans-rectal B-mode ultrasound images.
ssUNet
[WIP] Extension of nnUNet library for self-supervised pre-training of encoder and/or decoder.
SynthStroke
[WIP] Code and weights for "Synthetic Data for Robust Stroke Segmentation"
liamchalcroft's Repositories
liamchalcroft/MDUNet
U-Net model using matrix decomposition framework proposed in Large-kernel Attention for Efficient and Robust Brain Lesion Segmentation (https://arxiv.org/abs/2308.07251)
liamchalcroft/SynthStroke
[WIP] Code and weights for "Synthetic Data for Robust Stroke Segmentation"
liamchalcroft/Deform-Conv-3D
Deformable ConvNets V2 (DCNv2) in PyTorch, extended to 3D
liamchalcroft/lka_paper_dockers
liamchalcroft/RectAngle
Segmentation and classification tool for trans-rectal B-mode ultrasound images.
liamchalcroft/ssUNet
[WIP] Extension of nnUNet library for self-supervised pre-training of encoder and/or decoder.
liamchalcroft/ano-synth
liamchalcroft/benchmark_VAE
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
liamchalcroft/Bristol_Soft_Matter_PTV_Analysis
Pickle processing and data analysis for trackpy PTV data
liamchalcroft/cornucopia
An abundance of augmentation layers
liamchalcroft/Coursera_Capstone
Repository for IBM Data Science Certificate
liamchalcroft/deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
liamchalcroft/liamchalcroft.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
liamchalcroft/nitorch
Neuroimaging in PyTorch
liamchalcroft/Efficient-VDVAE-MRI
Official Pytorch and JAX implementation of "Efficient-VDVAE: Less is more"
liamchalcroft/ffcv
FFCV: Fast Forward Computer Vision (and other ML workloads!)
liamchalcroft/FlipSym
Tool for flipping image and co-registering to self for lesion identification
liamchalcroft/friend-group-2020
liamchalcroft/glom-pytorch
An attempt at the implementation of Glom, Geoffrey Hinton's new idea that integrates concepts from neural fields, top-down-bottom-up processing, and attention (consensus between columns), for emergent part-whole heirarchies from data
liamchalcroft/GradCache
Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint
liamchalcroft/Group28
Calculate mean of columns in CSV file
liamchalcroft/Image-Classification-by-Keras-and-Tensorflow
Image Classification using Keras as well as Tensorflow.
liamchalcroft/miccai22_dockers
liamchalcroft/MONAI
AI Toolkit for Healthcare Imaging
liamchalcroft/MONAILabel
MONAI Label is an intelligent open source image labeling and learning tool.
liamchalcroft/rsd-sagital_average
liamchalcroft/rse-classwork-2020
liamchalcroft/Travel-guide
The best travel guide ever
liamchalcroft/uformer-pytorch
Implementation of Uformer, Attention-based Unet, in Pytorch
liamchalcroft/x-unet
Implementation of a U-net complete with efficient attention as well as the latest research findings