Fuad Rahman

60 papers A 1B 14C 1Journal 20Unranked 24
YearRankTypeTitle / Venue / Authors
2026 — conf
BornoDrishti: Leveraging Vision Encoders and Domain-Adaptive Learning for Bangla OCR on Diverse Documents.
EACL (Industry Track)
S. M. Jishanul Islam, Md Mehedi Hasan, Masbul Haider Ovi, AKM Shahariar Azad Rabby, Fuad Rahman
2025 — conf
AutoDSPy: Automating Modular Prompt Design with Reinforcement Learning for Small and Large Language Models.
EMNLP (Industry Track)
Nafew Azim, Abrar Ur Alam, Hasan Bin Omar, Abdullah Mohammad Muntasir Adnan Jami, Jawad Ibn Ahad, Muhammad Rafsan Kabir, Md. Ismail Hossain, Fuad Rahman, Mohammad Ruhul Amin, Shafin Rahman, Nabeel Mohammed
2025 B conf
Beyond Characters: Position-Aware Metric and a Lightweight LLM for Low-Resource Bangla Punctuation Restoration.
IEEE Big Data
Md Mehedi Hasan, S. M. Jishanul Islam, AKM Shahariar Azad Rabby, Fuad Rahman
2025 B conf
Dynamic Temperature Scheduler for Knowledge Distillation.
IEEE Big Data
Sibgat Ul Islam, Jawad Ibn Ahad, Fuad Rahman, Mohammad Ruhul Amin, Nabeel Mohammed, Shafin Rahman
2025 J jnl
Dynamic Temperature Scheduler for Knowledge Distillation.
CoRR
Sibgat Ul Islam, Jawad Ibn Ahad, Fuad Rahman, Mohammad Ruhul Amin, Nabeel Mohammed, Shafin Rahman
2025 B conf
LegalRAG: A Hybrid RAG System for Multilingual Legal Information Retrieval.
IJCNN
Muhammad Rafsan Kabir, Rafeed Mohammad Sultan, Fuad Rahman, Mohammad Ruhul Amin, Sifat Momen, Nabeel Mohammed, Shafin Rahman
2025 J jnl
LegalRAG: A Hybrid RAG System for Multilingual Legal Information Retrieval.
CoRR
Muhammad Rafsan Kabir, Rafeed Mohammad Sultan, Fuad Rahman, Mohammad Ruhul Amin, Sifat Momen, Nabeel Mohammed, Shafin Rahman
2025 J jnl
LumiNet: Perception-Driven Knowledge Distillation via Statistical Logit Calibration.
Trans. Mach. Learn. Res.
Md. Ismail Hossain, Mirza M. Lutfe Elahi, Sameera Ramasinghe, Ali Cheraghian, Fuad Rahman, Nabeel Mohammed, Shafin Rahman
2025 J jnl
OptimCLM: Optimizing clinical language models for predicting patient outcomes via knowledge distillation, pruning and quantization.
Int. J. Medical Informatics
Mohammad Junayed Hasan, Fuad Rahman, Nabeel Mohammed
2025 B conf
Teacher-Guided One-Shot Pruning via Context-Aware Knowledge Distillation.
IEEE Big Data
Md. Samiul Alim, Sharjil Khan, Amrijit Biswas, Fuad Rahman, Shafin Rahman, Nabeel Mohammed
2025 J jnl
Teacher-Guided One-Shot Pruning via Context-Aware Knowledge Distillation.
CoRR
Md. Samiul Alim, Sharjil Khan, Amrijit Biswas, Fuad Rahman, Shafin Rahman, Nabeel Mohammed
2024 A conf
3D Point Cloud Network Pruning: When Some Weights Do not Matter.
BMVC
Amrijit Biswas, Md. Ismail Hossain, Mirza M. Lutfe Elahi, Ali Cheraghian, Fuad Rahman, Nabeel Mohammed, Shafin Rahman
2024 J jnl
3D Point Cloud Network Pruning: When Some Weights Do not Matter.
CoRR
Amrijit Biswas, Md. Ismail Hossain, Mirza M. Lutfe Elahi, Ali Cheraghian, Fuad Rahman, Nabeel Mohammed, Shafin Rahman
2024 J jnl
A multifaceted evaluation of representation of graphemes for practically effective Bangla OCR.
Int. J. Document Anal. Recognit.
Koushik Roy, Md. Sazzad Hossain, Pritom Kumar Saha, Shadman Rohan, Imranul Ashrafi, Ifty Mohammad Rezwan, Fuad Rahman, B. M. Mainul Hossain, Ahmedul Kabir, Nabeel Mohammed
2024 B conf
BanglaDialecto: An End-to-End AI-Powered Regional Speech Standardization.
IEEE Big Data
Md. Nazmus Sadat Samin, Jawad Ibn Ahad, Tanjila Ahmed Medha, Fuad Rahman, Mohammad Ruhul Amin, Nabeel Mohammed, Shafin Rahman
2024 J jnl
BanglaDialecto: An End-to-End AI-Powered Regional Speech Standardization.
CoRR
Md. Nazmus Sadat Samin, Jawad Ibn Ahad, Tanjila Ahmed Medha, Fuad Rahman, Mohammad Ruhul Amin, Nabeel Mohammed, Shafin Rahman
2024 — conf
Beyond Labels: Aligning Large Language Models with Human-Like Reasoning.
ICPR (6)
Muhammad Rafsan Kabir, Rafeed Mohammad Sultan, Ihsanul Haque Asif, Jawad Ibn Ahad, Fuad Rahman, Mohammad Ruhul Amin, Nabeel Mohammed, Shafin Rahman
2024 J jnl
Beyond Labels: Aligning Large Language Models with Human-like Reasoning.
CoRR
Muhammad Rafsan Kabir, Rafeed Mohammad Sultan, Ihsanul Haque Asif, Jawad Ibn Ahad, Fuad Rahman, Mohammad Ruhul Amin, Nabeel Mohammed, Shafin Rahman
2024 J jnl
DeepMarkerNet: Leveraging supervision from the Duchenne Marker for spontaneous smile recognition.
Pattern Recognit. Lett.
Mohammad Junayed Hasan, Kazi Rafat, Fuad Rahman, Nabeel Mohammed, Shafin Rahman
2024 B conf
Empowering Meta-Analysis: Leveraging Large Language Models for Scientific Synthesis.
IEEE Big Data
Jawad Ibn Ahad, Rafeed Mohammad Sultan, Abraham Kaikobad, Fuad Rahman, Mohammad Ruhul Amin, Nabeel Mohammed, Shafin Rahman
2024 J jnl
Empowering Meta-Analysis: Leveraging Large Language Models for Scientific Synthesis.
CoRR
Jawad Ibn Ahad, Rafeed Mohammad Sultan, Abraham Kaikobad, Fuad Rahman, Mohammad Ruhul Amin, Nabeel Mohammed, Shafin Rahman
2024 — conf
Enhancement of Bengali OCR by Specialized Models and Advanced Techniques for Diverse Document Types.
WACV (Workshops)
AKM Shahariar Azad Rabby, Hasmot Ali, Md. Majedul Islam, Sheikh Abujar, Fuad Rahman
2024 J jnl
Enhancement of Bengali OCR by Specialized Models and Advanced Techniques for Diverse Document Types.
CoRR
A. K. M. Shahariar Azad Rabby, Hasmot Ali, Md. Majedul Islam, Sheikh Abujar, Fuad Rahman
2024 B conf
One Model Multiple Insights: CNNs for Medical Image Classification.
IEEE Big Data
A. K. M. Shahariar Azad Rabby, Pratim Saha, Sheikh Abujar, Fuad Rahman
2024 — conf
Optimum Deep Learning Method for Document Layout Analysis in Low Resource Languages.
ACM Southeast Regional Conference
Md. Mutasim Billah Abu Noman Akanda, Maruf Ahmed, AKM Shahariar Azad Rabby, Fuad Rahman
2023 — conf
Automated Mapping of Healthcare Concepts to a Standardized Healthcare Taxonomy.
Tiny Papers @ ICLR
Sabbir Mollah, Mohammed Rakib, Nabeel Mohammed, Mashrur Wasek, AKM Shahariar Azad Rabby, Fuad Rahman
2023 — conf
Bangla-Wave: Improving Bangla Automatic Speech Recognition Utilizing N-gram Language Models.
ICSCA
Mohammed Rakib, Md. Ismail Hossain, Nabeel Mohammed, Fuad Rahman
2023 — conf
Gold Standard Bangla OCR Dataset: An In-Depth Look at Data Preprocessing and Annotation Processes.
EMNLP (Industry Track)
Hasmot Ali, AKM Shahariar Azad Rabby, Md. Majedul Islam, A. k. m Mahamud, Nazmul Hasan, Fuad Rahman
2023 J jnl
LumiNet: The Bright Side of Perceptual Knowledge Distillation.
CoRR
Md. Ismail Hossain, Mirza M. Lutfe Elahi, Sameera Ramasinghe, Ali Cheraghian, Fuad Rahman, Nabeel Mohammed, Shafin Rahman
2023 B conf
Versatile Bengali OCR: Document Analysis Technique for Varied Document Styles and Content.
IEEE Big Data
AKM Shahariar Azad Rabby, Hasmot Ali, Md. Majedul Islam, Fuad Rahman
2022 B conf
A Deep Learning-based Unified Solution for Character Recognition.
ICPR
Avishek Das, AKM Shahariar Azad Rabby, Ibna Kowsar, Fuad Rahman
2022 J jnl
Bangla-Wave: Improving Bangla Automatic Speech Recognition Utilizing N-gram Language Models.
CoRR
Mohammed Rakib, Md. Ismail Hossain, Nabeel Mohammed, Fuad Rahman
2022 B conf
LILA-BOTI : Leveraging Isolated Letter Accumulations By Ordering Teacher Insights for Bangla Handwriting Recognition.
ICPR
Md. Ismail Hossain, Mohammed Rakib, Sabbir Mollah, Fuad Rahman, Nabeel Mohammed
2022 J jnl
LILA-BOTI : Leveraging Isolated Letter Accumulations By Ordering Teacher Insights for Bangla Handwriting Recognition.
CoRR
Md. Ismail Hossain, Mohammed Rakib, Sabbir Mollah, Fuad Rahman, Nabeel Mohammed
2022 B conf
Rethinking Task-Incremental Learning Baselines.
ICPR
Md. Sazzad Hossain, Pritom Kumar Saha, Townim Faisal Chowdhury, Shafin Rahman, Fuad Rahman, Nabeel Mohammed
2022 J jnl
Rethinking Task-Incremental Learning Baselines.
CoRR
Md. Sazzad Hossain, Pritom Kumar Saha, Townim Faisal Chowdhury, Shafin Rahman, Fuad Rahman, Nabeel Mohammed
2021 — conf
A Large Multi-target Dataset of Common Bengali Handwritten Graphemes.
ICDAR (4)
Samiul Alam, Tahsin Reasat, Asif Shahriyar Sushmit, Sadi Mohammad Siddiquee, Fuad Rahman, Mahady Hasan, Ahmed Imtiaz Humayun
2021 B conf
Disease Modeling with a Forest Deep Neural Network Utilizing NLP and a Virtualized Clinical Semantic Network.
ICTAI
Fuad Rahman, Abrar Rahman, A. K. M. Shahariar Azad Rabby, Md Jamiur Rahman Rifat, Mridul Banik, Md. Majedul Islam, Aminul Islam, Nor Azriah Aziz, Rick Meyer, John Kriak, Sidney Goldblatt
2021 — conf
Modeling Influenza with a Forest Deep Neural Network Utilizing a Virtualized Clinical Semantic Network.
IEEE BigData
Fuad Rahman, Abrar Rahman, A. K. M. Shahariar Azad Rabby, Md Jamiur Rahman Rifat, Mridul Banik, Md. Majedul Islam, Aminul Islam, Nor Azriah Aziz, Rick Meyer, John Kriak, Sidney Goldblatt
2021 C conf
Towards Building A Robust Large-Scale Bangla Text Recognition Solution Using A Unique Multiple-Domain Character-Based Document Recognition Approach.
ICMLA
A. K. M. Shahariar Azad Rabby, Md. Majedul Islam, Zahidul Islam, Nazmul Hasan, Fuad Rahman
2021 — conf
Towards building a Bangla text recognition solution with a Multi-Headed CNN architecture.
IEEE BigData
Md. Majedul Islam, Avishek Das, Ibna Kowsar, A. K. M. Shahariar Azad Rabby, Nazmul Hasan, Fuad Rahman
2020 — conf
A Machine Learning Based Modeling of the Cytokine Storm as it Relates to COVID-19 Using a Virtual Clinical Semantic Network (vCSN).
IEEE BigData
Abrar Rahman, John Kriak, Rick Meyer, Sidney Goldblatt, Fuad Rahman
2020 — conf
A Novel Deep Learning Character-Level Solution to Detect Language and Printing Style from a Bilingual Scanned Document.
IEEE BigData
A. K. M. Shahariar Azad Rabby, Md. Majedul Islam, Nazmul Hasan, Jebun Nahar, Fuad Rahman
2020 — conf
A Novel Machine Annotated Balanced Bangla OCR Corpus.
CVIP (2)
Md Jamiur Rahman Rifat, Mridul Banik, Nazmul Hasan, Jebun Nahar, Fuad Rahman
2020 — conf
Language Detection using Convolutional Neural Network.
ICCCNT
A. K. M. Shahariar Azad Rabby, Md. Majedul Islam, Nazmul Hasan, Jebun Nahar, Fuad Rahman
2020 J jnl
Multi-label Classification of Common Bengali Handwritten Graphemes: Dataset and Challenge.
CoRR
Samiul Alam, Tahsin Reasat, Asif Shahriyar Sushmit, Sadi Mohammad Siddiquee, Fuad Rahman, Mahady Hasan, Ahmed Imtiaz Humayun
2019 — conf
Sankhya: An Unbiased Benchmark for Bangla Handwritten Digits Recognition.
IEEE BigData
Aminul Islam, Fuad Rahman, AKM Shahariar Azad Rabby
2019 — conf
Smart EHR - A Big-Data Approach to Automated Collection and Processing of Multi-Modal Health Signals in a Doctor-patient Encounter.
IEEE BigData
Abrar Rahman, Ari Mitra, Fuad Rahman, Marvin J. Slepian
2018 J jnl
AI Learns to Recognize Bengali Handwritten Digits: Bengali.AI Computer Vision Challenge 2018.
CoRR
Sharif Amit Kamran, Ahmed Imtiaz Humayun, Samiul Alam, Rashed Mohammad Doha, Manash Kumar Mandal, Tahsin Reasat, Fuad Rahman
2016 — conf
A novel big-data processing framwork for healthcare applications: Big-data-healthcare-in-a-box.
IEEE BigData
Fuad Rahman, Marvin J. Slepian, Ari Mitra
2016 — conf
Application of big-data in healthcare analytics - Prospects and challenges.
BHI
Fuad Rahman, Marvin J. Slepian
2006 — conf
An automatically updateable web publishing solution: taking document sharing and conversion to enterprise level.
DRR
Fuad Rahman, Yuliya Tarnikova, Rachmat Hartono, Hassan Alam
2006 — conf
Document clustering: applications in a collaborative digital library.
DRR
Fuad Rahman, Aman Kumar, Yuliya Tarnikova, Hassan Alam
2006 J jnl
Special issue on detection and understanding of tables and forms for document processing applications.
Int. J. Document Anal. Recognit.
Fuad Rahman, Bertin Klein
2004 — conf
A Commercial Web Based Digital Library for Sharing and Distributing Documents.
DIAL
Fuad Rahman, Hassan Alam
2004 — conf
Second Guessing a Commercial 'Black Box' Classifier by an 'In House' Classifier: Serial Classifier Combination in a Speech Recognition Application.
Multiple Classifier Systems
Fuad Rahman, Yuliya Tarnikova, Aman Kumar, Hassan Alam
2003 — conf
When is a List is a List?: Web Page Re-authoring for Small Display Devices.
WWW (Posters)
Hassan Alam, Fuad Rahman, Yuliya Tarnikova
2002 B conf
Automatic Semantic Grouping in a Spoken Language User Interface Toolkit.
COLING
Hassan Alam, Hua Cheng, Rachmat Hartono, Aman Kumar, Paul Llido, Crystal Nakatsu, Huy Nguyen, Fuad Rahman, Yuliya Tarnikova, Timotius Tjahjadi, Che Wilcox
2002 B conf
Extending a Broad-Coverage Parser for a General NLP Toolkit.
COLING
Hassan Alam, Hua Cheng, Rachmat Hartono, Aman Kumar, Paul Llido, Crystal Nakatsu, Fuad Rahman, Yuliya Tarnikova, Timotius Tjahjadi, Che Wilcox
2000 J jnl
An exploration of a new paradigm for weightless RAM-based neural networks.
Connect. Sci.
Gareth Howells, Michael C. Fairhurst, Fuad Rahman