Semantic Plankton: Multimodal LLMs and RAG for Automated Ocean Microorganism Analysis

Event: Earth, Sea and Sky XI: Workshop for International Joint Graduate Program & Core Research Cluster in Earth and Environmental Sciences

Date: 2025-06-03

Location: Tohoku University, Sendai, Japan

Poster presentation on my Semantic Plankton project, in the event organized by Tohoku University and GP-EES, focusing on the use of multimodal large language models (LLMs) and retrieval-augmented generation (RAG) techniques for automated analysis of ocean microorganisms.

Abstract | Poster

Image from Semantic Plankton: Multimodal LLMs and RAG for Automated Ocean Microorganism Analysis

WPI-AIMEC workshop at Hawaii University

Event: Advance Institute for Marine Ecosystem and Climate (AIMEC) Workshop

Date: 2025-03-04

Location: Hawaii University, Hawaii, USA

Gave a talk on applications of Multimodal Large Language Models (LLMs) in marine ecosystem research, main example is from my Semantic Plankton project. Check out the slides for more details on the implementations.

Slides

Image from WPI-AIMEC workshop at Hawaii University Image from WPI-AIMEC workshop at Hawaii University