Utkarsh DoshiMasked Autoencoders Enable Efficient Knowledge Distillers: Paper ExplainedDistilling pre-trained model? Then this article is for you.6 min read·Mar 9, 2024----
Utkarsh DoshiI-JEPA: ExplainedJEPA is a new architecture for self-supervised learning by Yann LeCun intended to overcome key limitations of the most advanced AI systems.6 min read·Mar 4, 2024--1--1
Utkarsh DoshiUnsupervised Segmentation? Yes.Ever thought of doing unsupervised segmentation? If yes, then this is the right article.5 min read·Feb 23, 2024--1--1
Utkarsh DoshiSegment Anything Model (SAM): ExplainedExplanation with emphasis on architecture and and a bit on both the process of building the dataset and zero-shot capabilities.6 min read·Dec 25, 2023--2--2
Utkarsh DoshiCodeFormer: ExplainedIf you have used stable diffusion then I guess you must have come across this paper. In this article I have done my best to explain it.7 min read·Sep 14, 2023----
Utkarsh DoshiAutomatic Captcha SolverThis article describes the machine learning aspect of a Chrome extension that solves captcha on my college’s course registration website.4 min read·Aug 30, 2023----
Utkarsh DoshiT2I adapter: What is it? and How does it work?t2i models have taken the world by storm and these adapters are just supporting it5 min read·Jul 28, 2023----
