most citedChameleon: Foundation Models for Fairness-aware Multi-modal Data Augmentation to Enhance Coverage of Minorities

5 citations · 5 across the 7 of their papers we have counts for

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cs.DB2026

NeedleDB: A Generative-AI Based System for Accurate and Efficient Image Retrieval using Complex Natural Language Queries

Mahdi Erfanian, Abolfazl Asudeh

We demonstrate NeedleDB, an open-source, deployment-ready database system for answering complex natural language queries over image data. Unlike existing approaches that rely on co…

cs.DB2024

FairEM360: A Suite for Responsible Entity Matching

Nima Shahbazi, Mahdi Erfanian, Abolfazl Asudeh +2

Entity matching is one the earliest tasks that occur in the big data pipeline and is alarmingly exposed to unintentional biases that affect the quality of data. Identifying and mit…