H. LinTowards Data ScienceTime Series Are Not That Different for LLMsHarnessing the power of LLMs for time series modelingJul 122Jul 122
H. LinTowards Data ScienceThe Data-centric AI Concepts in Segment AnythingUnpacking the data-centric AI concepts used in Segment Anything, the first foundation model for image segmentationMay 31, 20232May 31, 20232
H. LinTowards Data ScienceAre Prompts Generated by Large Language Models (LLMs) Reliable?Unleashing the Power of LLMs with Auto-Generated PromptsApr 14, 2023Apr 14, 2023
H. LinTowards Data ScienceWhat are the Data-centric AI Concepts behind GPT Models?Unpacking the data-centric AI techniques used in ChatGPT and GPT-4Mar 29, 20235Mar 29, 20235
H. LinTowards Data ScienceAutoVideo: An Automated Video Action Recognition SystemIdentifying human actions such as brush hair, sit, and run with neural networks and automated machine learningAug 10, 2021Aug 10, 2021
H. LinTowards Data ScienceDouZero: Mastering DouDizhu with Reinforcement LearningExplaining a strong AI system for DouDizhu, the most popular Chinese PokerJun 28, 2021Jun 28, 2021
H. LinTowards Data ScienceTODS: Detecting Outliers from Time Series DataConstructing machine learning pipelines for outlier detection in time series with automated machine learning.Jun 23, 20212Jun 23, 20212
H. LinTowards Data ScienceRLCard: Building Your Own Poker AI in 3 StepsIntroducing a toolkit for reinforcement learning in card gamesNov 12, 2019Nov 12, 2019