Click on a tag to see relevant list of lectures.
Title | Lecture |
---|---|
Survey - BioScience LLMs | SlideDeck |
Survey - FMs in healthcare | SlideDeck |
Survey - FMs in Robotics | SlideDeck |
Title | Lecture |
---|---|
Introduction | SlideDeck |
LLM basics - emergent ability and GenAI platform | SlideDeck |
more LLM basics - a survey | SlideDeck |
Title | Lecture |
---|---|
Platform - Model Jailbreaking / Safeguarding | SlideDeck |
Platform - VLM Jailbreaking / Probing | SlideDeck |
Title | Lecture |
---|---|
Platform - long context vs RAG + Hallucination |
Title | Lecture |
---|---|
Agent - multiagent collaboration |
Title | Lecture |
---|---|
Platform - VLM Jailbreaking / Probing | SlideDeck |
multimodal FMs - video / audio |
Title | Lecture |
---|---|
Agent - Planning / World Model |
Title | Lecture |
---|---|
Platform - Prompting Engineering tools / Prompt Compression | SlideDeck |
Title | Lecture |
---|---|
Platform - Context construction via RAG and Agent | SlideDeck |
Platform - long context vs RAG + Hallucination |
Title | Lecture |
---|---|
advanced LLM - for code reasoning | SlideDeck |
advanced LLM - Math reasoning | SlideDeck |
Title | Lecture |
---|---|
Platform - Model Jailbreaking / Safeguarding | SlideDeck |
Title | Lecture |
---|---|
Agent Safety / More Autonomous Agents |
Title | Lecture |
---|---|
Small foundation models | |
Inference test time scaling law |
Title | Lecture |
---|---|
Platform - Model Serving + PPO | SlideDeck |
Agent Efficiency - Model Serving + PPO | SlideDeck |
Model serving - Efficiency + PPO |