GABInsight: Exploring Gender-Activity Binding Bias in Vision-Language Models

no code implementations • 30 Jul 2024 • Ali Abdollahi, Mahdi Ghaznavi, Mohammad Reza Karimi Nejad, Arash Mari Oriyad, Reza Abbasi, Ali Salesi, Melika Behjati, Mohammad Hossein Rohban, Mahdieh Soleymani Baghshah

We refer to this bias in associating an activity with the gender of its actual performer in an image or text as the Gender-Activity Binding (GAB) bias and analyze how this bias is internalized in VLMs.

Image-to-Text Retrieval Selection bias +1

Voltage-Based State of Charge Correction at Charge-End

no code implementations • 7 Jan 2022 • Ali Abdollahi, Jianwei Li, Xiaojun Li, Trevor Jones, Asif Habeebullah

The amount of correction is a function of maximum cell voltage and the charge current C-rate.

Data-driven Thermal Anomaly Detection for Batteries using Unsupervised Shape Clustering

no code implementations • 16 Mar 2021 • Xiaojun Li, Jianwei Li, Ali Abdollahi, Trevor Jones

We propose a data-driven method to detect battery thermal anomaly based on comparing shape-similarity between thermal measurements.

Anomaly Detection Clustering