Hafiz Latif's Projects
PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
Hyperparameter Optimization for Keras Models
TensorFlow Tutorials with YouTube Videos
Text Classification Algorithms: A Survey
Automatic White Matter Bundle Segmentation
Recent Transformer-based CV and related works.
A collection of papers about Transformer in the field of medical image analysis.
🤖💬 Implementation of a Transformer based neural network for text to speech.
Automatic extraction of relevant features from time series:
Code for all my tutorials
MONAI Tutorials
U-Net Brain Tumor Segmentation
Uniform Manifold Approximation and Projection
Medical Image Segmentation
UNet deep learning model for medical image segmentation
Background Removal based on U-Net
Code for ICML 2018 paper on "Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam" by Khan, Nielsen, Tangkaratt, Lin, Gal, and Srivastava
A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Medical Image Segmentation