Posts by Collection

Probabilistic Multi-Compound Transformer (Probabilistic MCTrans)

Code for Probabilistic Multi-Compound Transformer (Probabilistic MCTrans)

Robustness of Probabilistic U Net

Code for paper titled Robustness of Probabilistic U-Net for Automated Segmentation of White Matter Hyperintensity in Different Datasets of Brain MRI

Dilated Residual U-Net

Tree detection using Dilated Residual U-Net

KiU-Net

Model KiU-Net on TensorFlow

Probabilistic U-Net with Cross Residual Fusion Block (CRFB)

Adding CRFB into Probabilistic U-Net

Topic Extraction using Clustering Large Applications (CLARA)

Topic extraction on news dataset

malangmusicfestival

Ticket marketplace using PHP and HTML

Probabilistic Deep Learning with Adversarial Training and Volume Interval Estimation - Better Ways to Perform and Evaluate Predictive Models for White Matter Hyperintensities Evolution

Published in Predictive Intelligence in Medicine. PRIME 2021., 2021

This paper about predicting evolution of White Matter Hyperintensities (WMHs) using probabilistic deep learning.

Robustness of Probabilistic U-Net for Automated Segmentation of White Matter Hyperintensities in Different Datasets of Brain MRI

Published in 2021 International Conference on Advanced Computer Science and Information Systems (ICACSIS), 2021

This paper is about testing robustness of Probabilistic U-Net in different datasets of brain MRI.

On the Robustness of Deep Learning Models for Brain MRI Segmentation

Published: May 27, 2022

Talk about robustness of deep learning models in different dataset.

Mentor of Web Programming

Undergraduate course, Universitas Brawijaya, Faculty of Computer Science, 2019

Mentor of web programming. Teaching students to understand PHP, HTML, and JavaScript Programming language.

Assistant of Advance Machine Learning

Graduate course, Universitas Indonesia, Faculty of Computer Science, 2022

Assistant of Advance Machine Learning. Teaching students to understand basic Python and Deep Learning using library TensorFlow.