Name: Himashi Amanda Peiris
Type: User
Company: Monash University
Bio: Research Fellow @ Monash Biomedical Imaging | Ph.D. Candidate @ Monash University | Former Senior Software Engineer @ Pearson
Twitter: HimaAma92
Location: Clayton
Blog: https://himashi92.github.io/
Himashi Amanda Peiris's Projects
Reproduce CKA: Similarity of Neural Network Representations Revisited
[Nature Machine Intelligence Journal] Official pytorch implementation for Uncertainty-Guided Dual-Views for Semi-Supervised Volumetric Medical Image Segmentation
[MICCAI2021] This is an official PyTorch implementation for "Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segmentation"
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
PyTorch beginner code for UNet
MATLAB codes for visualizing segmentation masks
[Brainlesion 2021] Official PyTorch Implementation for Reciprocal Adversarial Learning for Brain Tumor Segmentation: A Solution to BraTS Challenge 2021 Segmentation Task
Official PyTorch Code for Hybrid Window Attention Based Transformer Architecture for Brain Tumor Segmentation: Solution for FeTS 2022 Task 2
[MICCAI2022] This is an official PyTorch implementation for A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation