Lists (1)
Stars
Causal Inference and Discovery in Python by Packt Publishing
(ICML 2023) High Fidelity Image Counterfactuals with Probabilistic Causal Models
image registration related books, papers, videos, and toolboxes
Robust multimodal image registration via keypoints
All graph/GNN papers accepted at the International Conference on Machine Learning (ICML) 2024.
Reference implementation of DecDTW in PyTorch (ICLR 2023)
code for "Neural Conservation Laws A Divergence-Free Perspective".
Visualizer for neural network, deep learning and machine learning models
The implementation of "Joint Progressive and Coarse-to-fine Registration of Brain MRI via Deformation Field Integration and Non-Rigid Feature Fusion"
A playbook for systematically maximizing the performance of deep learning models.
Plenoxels: Radiance Fields without Neural Networks
uncbiag / ICON
Forked from HastingsGreer/InverseConsistencyA library for performing image registration using deep learning, regularized by inverse consistency
Pytorch implementation of NeurIPS 2021 paper: Geometry Processing with Neural Fields.
Code for our NeurIPS 2022 paper
How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study
RoMa: A lightweight library to deal with 3D rotations in PyTorch.
Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)
Codebase for Image Classification Research, written in PyTorch.
A library for differentiable nonlinear optimization
[NeurIPS 2022] Official code for "Focal Modulation Networks"
Python utility for tracking third party dependencies within a library
Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and rela…
Self-contained, minimalistic implementation of diffusion models with Pytorch.
The Medical Image Registration ToolKit (MIRTK), the successor of the IRTK, contains common CMake build configuration files, core libraries, and basic command-line tools. Extension packages are host…
Python helpers to limit the number of threads used in native libraries that handle their own internal threadpool (BLAS and OpenMP implementations)