1 code implementation • 28 May 2024 • Mihir Chauhan, Mohammad Abuzar Shaikh, Bina Ramamurthy, Mingchen Gao, Siwei Lyu, Sargur Srihari
We present SSL-HV: Self-Supervised Learning approaches applied to the task of Handwriting Verification.
1 code implementation • 4 Sep 2021 • Mohammad Abuzar Hashemi, Zhanghexuan Li, Mihir Chauhan, Yan Shen, Abhishek Satbhai, Mir Basheer Ali, Mingchen Gao, Sargur Srihari
Pre-training visual and textual representations from large-scale image-text pairs is becoming a standard approach for many downstream vision-language tasks.
1 code implementation • 7 Sep 2020 • Mohammad Abuzar Shaikh, Tiehang Duan, Mihir Chauhan, Sargur Srihari
The task of writer verification is to provide a likelihood score for whether the queried and known handwritten image samples belong to the same writer or not.
Ranked #1 on Handwriting Verification on AND Dataset
2 code implementations • 13 Mar 2020 • Tiehang Duan, Mihir Chauhan, Mohammad Abuzar Shaikh, Jun Chu, Sargur Srihari
The pattern of Electroencephalogram (EEG) signal differs significantly across different subjects, and poses challenge for EEG classifiers in terms of 1) effectively adapting a learned classifier onto a new subject, 2) retaining knowledge of known subjects after the adaptation.
1 code implementation • 14 Aug 2019 • Mihir Chauhan, Mohammad Abuzar Shaikh, Sargur N. Srihari
The dataset is released for publicuse and the methods can be extended to provide explanations on other verification taskslike face verification and bio-medical comparison.
Explainable Artificial Intelligence (XAI) Face Verification +1
1 code implementation • 19 Nov 2018 • Mohammad Abuzar Shaikh, Mihir Chauhan, Jun Chu, Sargur Srihari
Experiments are performed by complementing one of the HEF methods with one ALF method on 150000 pairs of samples of the word "AND" cropped from handwritten notes written by 1500 writers.