Hi, I'm Farhad
Hi, I'm Farhad
Computer Science PhD Student &
Graduate Research Assistant at
University of Kentucky
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Research Interests: Hardware-Software Co-Design for AI Systems, Neuromorphic Computing, Event-Based Vision
Experienced in: Medical Image Analysis, Efficient Computer Vision Applications
Brief Biography
Brief Biography
I am Md Farhadul Islam, commonly known as Farhad or by my nickname, Fuad. I am a Computer Science PhD student at the University of Kentucky. I serve as a Graduate Research Assistant in the Unconventional Computing Architectures & Technologies (UCAT) Laboratory under my PhD advisor, Dr. Ishan G. Thakkar.
I completed my Bachelor of Science in Computer Science with the Highest Distinction (Summa Cum Laude) from Brac University, Dhaka, Bangladesh. After my graduation, I served as a Research Assistant at the Brac University, then United International University (UIU), under the supervision of Dr. Jannatun Noor Mukta. Alongside, I was also affiliated as a Research Assistant at the Research and Innovation Centre (RIC), Bangladesh University of Engineering and Technology (BUET), working under Dr. A. B. M. Alim Al Islam.
Before pursuing my PhD degree, I published peer-reviewed articles in prominent venues such as Engineering Applications of Artificial Intelligence, Computers in Biology and Medicine, Scientific Reports, and in the proceedings of ICCV Workshops (ICCVw), WACV Workshops (WACVw), S+SSPR, ACM COMPASS, ACM Southeast Conference (ACMSE), IEEE SoutheastCon, and ICMV, among others. In addition, I actively contribute to the research community as a peer reviewer for several prestigious journals and conferences, including AAAI, Scientific Reports, ICCVw, WACVw, IJCNN, and CSCW.
News
News
"Contrast then Confidence (C²): Contrastive Pretraining for Uncertainty-Aware Out-of-Distribution Detection in Satellite Imagery" accepted at GeoCV @ WACV 2026 🌵 !!! - Jan 4, 2026
Short Paper Accepted at 12th NSysS 2024 - Nov 13, 2025
Program Committee Member/Reviewer at AAAI 2026. - Aug 6, 2025
"BAMPolyp: Bi-Axial Mamba Bottleneck for Gastrointestinal Polyp Segmentation" accepted at CVAMD @ ICCV 2025 🌺 !!! - July 13, 2025.
100 Citations on Google Scholar - June 6, 2025
Received "Quality Journal Publication Award" from Brac University. - Apr 24, 2025
Paper Accepted at Elsevier's Computers in Biology and Medicine [Q1, Impact Factor: 7.0, Acceptance Rate: 9%] !!! - Apr 7, 2025
Our research article "Uncovering local aggregated air quality index with smartphone captured images leveraging efficient deep convolutional neural network" received 3,663 article downloads in 2024, placing it as one of the Top 100 downloaded Sustainability papers published in Scientific Reports in 2024. Link of the list.
Joined Research & Innovation Center (RIC), Bangladesh University of Engineering and Technology (BUET) as a Part-time Research Assistant. Supervisors: PI: Dr. A. B. M. Alim Al Islam & Co-PI: Dr. Jannatun Noor Mukta. (Worked full-time from May to June 2026).
Will be joining United International University (UIU) as an RA in January 2025!! Again, under the supervision of Dr. Jannatun Noor, now Associate Professor and Director of the Data Science Program at UIU.
Paper Accepted at 11th NSysS 2024 - Nov 5, 2024
Paper Accepted at Elsevier Engineering Applications of Artificial Intelligence [Q1, Impact Factor: 7.5] - October 11, 2024
Preprint of "Med-IC: Fusing a Single Layer Involution with Convolutions for Enhanced Medical Image Classification and Segmentation" live - Sept 27, 2024
50 Citations on Google Scholar - Aug 13, 2024
Preprint of "Spatially Optimized Compact Deep Metric Learning Model for Similarity Search" live - Apr 09, 2024
Paper Accepted at Nature Scientific Reports [Q1, Impact Factor: 3.8] - Dec 30, 2023
Paper Accepted at WVLL @ WACV2023 - Nov 15, 2023
Got Appointed as a full-time Full-time Research Assistant at CSE, Brac University - Aug 01, 2023
Officially Graduated with Highest Distinction from Brac University - June 26, 2023
Travel & Accommodation Grant at Elkana Symposium on Reimagining Teaching and Learning - May 19, 2023
BRACU x NINMAS - Feb 15, 2023
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