Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Demistifying the Confusing Dimensions in Attention Mechanism.
Published:
Many people understand the main ideas of how Transformers and attention work. But when it comes to the small details inside, like the size of the data and how each part changes it, they often get confused. This blog post will look at how the data really moves inside and what things actually happen in each part.
Statistics tutorial in Python
Published:
Statistics tutorial from Scratch.
Pytorch Tutorial
Published:
Pytorch tutorial from Scratch.
portfolio
Hybrid Loss Functions in U-NET for Kidney Blood Vessel Segmentation in HiP-CT Images
Dr. Vijay H. Kalmani, Saurabh P. Nale 
Building a Vision Transformer from Scratch
Saurabh P. Nale
Deep Learning-Driven Ovarian Cancer Subtyping
Saurabh P. Nale, Pranav Dubal 
Custom Object Detection with YOLOv7: Dataset Curation, Training, and Real-Time Deployment
Saurabh P. Nale
ECG Classification for Atrial Fibrillation, Normal Sinus Rhythm, and Congestive Heart Failure
Saurabh P. Nale, Pawan Kamble
Decoding Brainwave Frequencies: EEG Signal Classification and the Cognitive Effects of Delta, Theta, Alpha, Beta, and Gamma Bands
Saurabh P. Nale
publications
Paper Title Number 1
Published in Journal 1, 2009
This paper is about the number 1. The number 2 is left for future work.
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Download Paper | Download Slides
Paper Title Number 2
Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2).
Download Paper | Download Slides
Paper Title Number 3
Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3).
Download Paper | Download Slides
Paper Title Number 4
Published in GitHub Journal of Bugs, 2024
This paper is about fixing template issue #693.
Recommended citation: Your Name, You. (2024). "Paper Title Number 3." GitHub Journal of Bugs. 1(3).
Download Paper
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.