Henry LaiinTowards Data ScienceThe Data-centric AI Concepts in Segment AnythingUnpacking the data-centric AI concepts used in Segment Anything, the first foundation model for image segmentation7 min read·May 31, 2023--2--2
Henry LaiinTowards Data ScienceAre Prompts Generated by Large Language Models (LLMs) Reliable?Unleashing the Power of LLMs with Auto-Generated Prompts6 min read·Apr 14, 2023----
Henry LaiinTowards Data ScienceWhat are the Data-centric AI Concepts behind GPT Models?Unpacking the data-centric AI techniques used in ChatGPT and GPT-48 min read·Mar 29, 2023--6--6
Henry LaiinTowards Data ScienceAutoVideo: An Automated Video Action Recognition SystemIdentifying human actions such as brush hair, sit, and run with neural networks and automated machine learning6 min read·Aug 10, 2021----
Henry LaiinTowards Data ScienceDouZero: Mastering DouDizhu with Reinforcement LearningExplaining a strong AI system for DouDizhu, the most popular Chinese Poker6 min read·Jun 28, 2021----
Henry LaiinTowards Data ScienceTODS: Detecting Outliers from Time Series DataConstructing machine learning pipelines for outlier detection in time series with automated machine learning.·8 min read·Jun 23, 2021--2--2
Henry LaiinTowards Data ScienceRLCard: Building Your Own Poker AI in 3 StepsIntroducing a toolkit for reinforcement learning in card games·5 min read·Nov 12, 2019----