Matt De Vries's repositories
AttentionDeepMIL
Implementation of Attention-based Deep Multiple Instance Learning in PyTorch
causalbench-starter
Starter repository for submissions to the CausalBench challenge for gene-gene graph inference from genetic perturbation experiments.
CellDiffusion
Denoising Defusion for 3D images of cells, conditioned on ground truth shape features.
CellGeneration
Generative models for 3D single cell data
CLAM
Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering
DeVriesMatt.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Diffusion-Models-pytorch
Pytorch implementation of Diffusion Models (https://arxiv.org/pdf/2006.11239.pdf)
dsmil-wsi
DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image
ivy
The Unified Machine Learning Framework
lazypredict
Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning
MIDLLatexTemplate
Latex template for the MIDL Conference
MILTimeSeriesClassification
Inherently Interpretable Time Series Classification via Multiple Instance Learning (MILLET)
Mitsuba2PointCloudRenderer
rendering (optionally temporal) point clouds using Mitsuba2
MScProjects
A repository containing the projects from my MSc. in Artificial Intelligence from the University of Southampton
Pointnet2_PyTorch
PyTorch implementation of Pointnet2/Pointnet++ which compilation issues have been resolved
swiple
Swiple enables you to easily observe, understand, validate and improve the quality of your data
tif2blender
Loading and handling microscopy data in blender
TransMIL
TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification
UnsupervisedPointCloudReconstruction
Experiments on unsupervised point cloud reconstruction.
VFIformer
Video Frame Interpolation with Transformer (CVPR2022)