Alex Vakanski's repositories
A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises
A framework for quality assessment of exercises in physical rehabilitation based on skeletal joint displacements collected with a motion capture system.
Attention-Enriched-DL-Model-for-Breast-Tumor-Segmentation
Salient attention U-Net model for tumor segmentation in breast ultrasound images, based on visual saliency maps
Fall-2022-Python-Programming-for-Data-Science
Course page for CS 404/504 Python Programming for Data Science taught in Fall 2022, University of Idaho.
Evaluation-of-Complexity-Measures-for-Deep-Learning-Generalization-in-Medical-Image-Analysis
Empirical study that reports the correlation between complexity measures and generalization performance by deep learning models on medical images
Rehabilitation-Assessment-through-Dimensionality-Reduction-and-Statistical-Modeling
An autoencoder neural network and a Gaussian mixture model are used for generating movement quality scores for rehabilitation exercises.
Adversarial-Machine-Learning-Defenses
Defenses against white-box evasion attacks
CS-504-Final-Project-Fall-2021
CS 504 Final Project (Fall 2021) - Transferability attack
CS_504_Assignment3_Vakanski
Assignment 3 For Adversarial Machine Learning University of Idaho Spring 2023
White-box-evasion-attacks-on-the-BelgiumTS-BTSC-dataset
Applying four white-box evasion attacks against two deep learning classification models on the BelgiumTS (BTSC) dataset.