Michelle Yi (Yulle) – Medium

Michelle Yi (Yulle)

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Michelle Yi (Yulle)

Computer Vision and Identifying Patterns in Breast Cancer

An introduction to computer vision applications for digital pathology based on a collaboration with the American Cancer Society.

9 min readApr 24, 2022

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Computer Vision and Identifying Patterns in Breast Cancer

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Pinned

Michelle Yi (Yulle)
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The Shadow

The Importance of Word Choice

A reflection on racism and language

4 min readMar 29, 2021

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The Importance of Word Choice

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Michelle Yi (Yulle)

The Ethical Challenges of Generative AI Applications

Generative AI (GenAI) techniques utilizing deep learning, neural networks, and other sophisticated machine learning have enabled tremendous…

6 min readDec 17, 2023

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The Ethical Challenges of Generative AI Applications

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Michelle Yi (Yulle)

International Conference on Computer Vision (ICCV) 2023: A retrospective

Earlier this month, I had the privilege of attending the International Conference on Computer Vision (ICCV) in Paris. After years of…

15 min readDec 5, 2023

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International Conference
on Computer Vision (ICCV) 2023: A retrospective

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Michelle Yi (Yulle)

Small Tweaks, Big Gains: Adapting Large Language Models with LoRA

Imagine you have a very complex language machine. This machine has many internal pieces (called weights) that were optimized for general…

6 min readJul 28, 2023

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Small Tweaks, Big Gains: Adapting Large Language Models with LoRA

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Michelle Yi (Yulle)

Crunching the Numbers: How Quantization Makes Large Models Byte-sized

In this article, we continue our exploration of memory by looking at quantization and how it can unlock LLMs for a broader audience.

9 min readJul 11, 2023

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Crunching the Numbers: How Quantization Makes Large Models Byte-sized

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Michelle Yi (Yulle)

Large Language Models (LLM) with Long-Term Memory: Advancements and Opportunities in GenAI…

The role of long-term memory and its impact on GenAI applications

9 min readJul 7, 2023

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Large Language Models (LLM) with Long-Term Memory: Advancements and Opportunities in GenAI…

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Michelle Yi (Yulle)

Moon Child

“You know why our little village is called a ‘Moon Village’?” she asked. The moon was full and bright in the night sky.

5 min readJun 25, 2023

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Moon Child

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Michelle Yi (Yulle)

A Journey Through the Molecular World: Representing Molecules in Python

Exploring traditional Python and graph approaches to the natural world

5 min readApr 26, 2023

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A Journey Through the Molecular World: Representing Molecules in Python

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Michelle Yi (Yulle)

The Art of Strategy: Life Lessons from a Famous “Go” Game

Is it still worth playing such a complex game in the age of AI?

7 min readApr 16, 2023

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The Art of Strategy: Life Lessons from a Famous “Go” Game

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Michelle Yi (Yulle)

Michelle Yi (Yulle)

Technology leader that specializes in AI and machine learning. She is passionate about diversity in STEAM & innovating for a better future.

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