Document and Pattern Recognition Lab
( dprl@RIT )

We research systems that recognize and retrieve information
in documents, images, and videos.

News: 2025

  • (June 5) Congratulations to Bryan Amador, whose paper "Math Formula Graph Retrieval Using Contrastive Learning Over Visual and Semantic Embeddings" has been accepted for publication at ICTIR 2025 (co-located with SIGIR). The paper presents a new approach to formula retrieval using dense embeddings with graph neural networks. 
  • (May 5) Bryan Amador has secured a summer research internship with the startup Linker Finance.
  • (April 2025) The dprl's systems for math and chemical search were featured in a short talk given by Prof. Zanibbi at the Theory + AI Symposium held at the Perimeter Institute  in Waterloo, ON, Canada. Prof. Zanibbi also participated in a panel discussion on processing the data of theoretical physics that included researchers from arXiv and Univ. Bonn.
  • (April 2025) A dprl + UIUC MMLI demo paper for the ReactionMiner prototype has been accepted for publication at SIGIR 2025 ("Multimodal Search in Chemical Documents and Reactions"). The demo web page provides a video, live demo, and link to code. Congratulations to our dprl co-authors Ayush Kumar Shah, Abhisek Dey, Bryan Amador, and Patrick Philippy.
  • (April 2025) Abhisek Dey has a second demo paper for a system that searches drug patents at SIGIR 2025 ("Targeted Multi-Modal Passage Search for Molecules and their Synthesis Pathways"). The paper is co-authored with Nate Stanley at Insitro, a drug discovery start-up. Live demo page is here: https://unichemfinder.gccis.rit.edu.
  • (Jan 2025) Ayush Kumar Shah has accepted a position as a Research Scientist with Meta, starting in Summer 2025.
Address

Room 70-3500, GCCIS
Dept. Computer Science
Rochester Inst. Technology
Rochester, NY, 14623-5608
USA

Contacts

Email: rxzvcs@rit.edu
Phone: +1 (585) 475-4536
Fax: +1 (585) 475-4935