PinnedMichelle Yi (Yulle)Computer Vision and Identifying Patterns in Breast CancerAn introduction to computer vision applications for digital pathology based on a collaboration with the American Cancer Society.Apr 24, 2022Apr 24, 2022
PinnedMichelle Yi (Yulle)inThe ShadowThe Importance of Word ChoiceA reflection on racism and languageMar 29, 2021Mar 29, 2021
Michelle Yi (Yulle)The Ethical Challenges of Generative AI ApplicationsGenerative AI (GenAI) techniques utilizing deep learning, neural networks, and other sophisticated machine learning have enabled tremendous…Dec 17, 2023Dec 17, 2023
Michelle Yi (Yulle)International Conference on Computer Vision (ICCV) 2023: A retrospectiveEarlier this month, I had the privilege of attending the International Conference on Computer Vision (ICCV) in Paris. After years of…Dec 5, 2023Dec 5, 2023
Michelle Yi (Yulle)Small Tweaks, Big Gains: Adapting Large Language Models with LoRAImagine you have a very complex language machine. This machine has many internal pieces (called weights) that were optimized for general…Jul 28, 2023Jul 28, 2023
Michelle Yi (Yulle)Crunching the Numbers: How Quantization Makes Large Models Byte-sizedIn this article, we continue our exploration of memory by looking at quantization and how it can unlock LLMs for a broader audience.Jul 11, 2023Jul 11, 2023
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 applicationsJul 7, 2023Jul 7, 2023
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.Jun 25, 2023Jun 25, 2023
Michelle Yi (Yulle)A Journey Through the Molecular World: Representing Molecules in PythonExploring traditional Python and graph approaches to the natural worldApr 26, 2023Apr 26, 2023
Michelle Yi (Yulle)The Art of Strategy: Life Lessons from a Famous “Go” GameIs it still worth playing such a complex game in the age of AI?Apr 16, 20231Apr 16, 20231