Tag: ai
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Understanding Multi-headed Attention with Grep – A Simple Guide
Have you ever needed to find something in your code but weren’t sure exactly where to look? That’s where grep comes in handy. And believe it or not, this everyday coding tool can help us understand one of the most powerful concepts in AI: multi-headed attention. Starting with the Basics Imagine you’re looking for everything…
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How AI Helped Me Make Smart Decisions About Tire Repair
Recently, I found myself in a common but stressful situation – a nail in my tire. What started as a potentially frustrating experience turned into an interesting lesson in how AI can help with everyday decisions. As someone who relies heavily on their car, I needed to find a solution quickly, but I also wanted…
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ECE5505 Digital Test and Verification Final Project
This blog post serves as a protal for supplementary materials for the final project report of the course ECE5505 Digital Test and Verification 24 Fall. Links are available to be redirected to the specific academic article in PDF format, it should be noted that readers should access those documents within an institution where subscriptions access…
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Accelerate Pytorch
Use Pytorch to accelerate with GPU or apple silicon with Metal
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Mastering the Gumbel-Softmax Trick: Turning Hard Decisions into Smooth Learning
Introduction Imagine teaching a computer how to choose between different options — like picking the best movie recommendation or deciding which move to make in a game. These choices often boil down to picking one option from several, a process called categorical sampling. However, this kind of decision-making poses a challenge when training machine learning models…
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Revolutionizing Academic Workflows: AI-Powered Equation Extraction from PDFs to LaTeX
In the fast-paced world of academia and technical writing, efficiency is key. As researchers, students, and professionals, we often grapple with the tedious task of extracting equations from PDF papers and converting them into LaTeX code. This process, while crucial for writing papers, blogging, or taking comprehensive notes, has long been a bottleneck in our…
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Ilya’s secret machine learning paper list
This link1 contains Ilya Sutskever’s2 curated machine learning paper list. The following tweets show the original story behind this list. I modified the sequence so that similar ones are grouped together, yet the original index with digit emojis is placed in the beginning of the paper title for your own reference, although I don’t think…
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A guide on how to use Advanced Research Computing at Virginia Tech
Virginia Tech provides computing resources for computing with is suitable for simulations, machine learning model training, which called Advanced Research Computing. It provides a user friendly guide on how to use its system, but I think it would be nicer to try to summarize the most essential ones when you want to use it in…