Regular knowledge sharing sessions among lab members - Weekly presentations on latest research, methodologies, and industry trends
| No | Topic | Sub Topic | Materials |
|---|---|---|---|
| 1 | PAPER : Attention is all you need | Transformer architecture, RNN/LSTMs | Slides Paper |
| 2 | Deep Dive into Object Detection : How models see "what"and "where" | Object detection, computer vision | Slides |
| 3 | Understanding Tokenization and its challenges for low resource languages | NLP pipeline, tokenization, Low resource languages challenges | Slides |
| 4 | Mastering Data Storytelling and Visualization in Power BI | Understand different plots and how it should be used based on data and how to inteprete, power BI, data storytelling for publications | Slides |
| 5 | Understanding fundamentals of Prompt Engineering | Define prompt engineering, mechanics of LLM engineering, core components of a prompt, CoT | Slides |
| 6 | An Introduction to NL2SQL | NL2SQL core ideas, pipeline, models, schema encoding, applications and challenges | Slides |
| 7 | Understanding Computer Vision and Applications | Define computer vision, image classification, object detection, object tracking, object segmentation, pose estimation | Slides |
| 8 | PAPER: Fine-Tuning for Question Answering in Low-Resource Languages: A Case Study on Khmer | Fine Tuning for low resource languages | Slides Paper |
| 9 | Understanding Journal Indexing and Publication metrics | Journal Indexing databases, Impact Factors vs Citescore, Author-level metrics (h-index), Google scholar | Slides |
| 10 | Understanding basic LaTex | What is LaTex?, essentials commands, structuring a document, citations and bibliography, creating a pdf | Slides |
| 11 | Understanding Submission and Revision processes | Choosing a Journal, formatting for submission, peer review process, responding to reviewer's comment, final proofreading and publications | Slides |
| 12 | Citation and Reference Management | Citation styles, manual citation, using reference management system, creating a bibliography | Slides |
| 13 | Understanding Literature Review | Purpose of Literature review, finding relevant literatures, avoiding plagiarism | Slides |
| 14 | Understanding research paper structure | Overview of Research paper structure, brief description of each sections, quick look into sample journals | Slides |