Faruk Ahmed

44 papers A* 5A 1B 3Journal 23Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
HPrEd: A Tuned Ensemble With Model-Agnostic XAI to Explain Social Media's Association With Academic Productivity.
IEEE Access
Jalal Ahmmed, Faruk Ahmed, Md. Alamgir Kabir, Nazakat Ali, Atiq ur Rehman, Amine Bermak
2025 J jnl
A study on Deep Convolutional Neural Networks, transfer learning, and Mnet model for Cervical Cancer Detection.
CoRR
Saifuddin Sagor, Md Taimur Ahad, Faruk Ahmed, Rokonozzaman Ayon, Sanzida Parvin
2025 J jnl
Exploring micro-credential affordances in Bangladeshi higher education.
Educ. Inf. Technol.
Md Taimur Ahad, Faruk Ahmed, Auvick Chandra Bhowmik, Zannatul Maoya Mim, Aunirudra Dey Anu, Peter Busch
2025 J jnl
Fine-Tuned CNN-Based Approach for Multi-Class Mango Leaf Disease Detection.
CoRR
Jalal Ahmmed, Faruk Ahmed, Rashedul Hasan Shohan, Md. Mahabub Rana, Mahdi Hasan
2025 J jnl
LLM-based Text Simplification and its Effect on User Comprehension and Cognitive Load.
CoRR
Theo Guidroz, Diego Ardila, Jimmy Li, Adam Mansour, Paul Jhun, Nina Gonzalez, Xiang Ji, Mike Sanchez, Sujay Kakarmath, Mathias MJ Bellaiche, Miguel Ángel Garrido, Faruk Ahmed, Divyansh Choudhary, Jay Hartford, Chenwei Xu, Henry Javier Serrano Echeverria, Yifan Wang, Jeff Shaffer, Eric Cao, Yossi Matias, Avinatan Hassidim, Dale R. Webster, Yun Liu, Sho Fujiwara, Peggy Bui, Quang Duong
2025 J jnl
ModalTune: Fine-Tuning Slide-Level Foundation Models with Multi-Modal Information for Multi-task Learning in Digital Pathology.
CoRR
Vishwesh Ramanathan, Tony Xu, Pushpak Pati, Faruk Ahmed, Maged Goubran, Anne L. Martel
2025 J jnl
PolyPath: Adapting a Large Multimodal Model for Multi-slide Pathology Report Generation.
CoRR
Faruk Ahmed, Lin Yang, Tiam Jaroensri, Andrew Sellergren, Yossi Matias, Avinatan Hassidim, Gregory S. Corrado, Dale R. Webster, Shravya Shetty, Shruthi Prabhakara, Yun Liu, Daniel Golden, Ellery Wulczyn, David F. Steiner
2024 J jnl
A study on Deep Convolutional Neural Networks, Transfer Learning and Ensemble Model for Breast Cancer Detection.
CoRR
Md Taimur Ahad, Sumaya Mustofa, Faruk Ahmed, Yousuf Rayhan Emon, Aunirudra Dey Anu
2024 J jnl
Advancing Multimodal Medical Capabilities of Gemini.
CoRR
Lin Yang, Shawn Xu, Andrew Sellergren, Timo Kohlberger, Yuchen Zhou, Ira Ktena, Atilla P. Kiraly, Faruk Ahmed, Farhad Hormozdiari, Tiam Jaroensri, Eric Wang, Ellery Wulczyn, Fayaz Jamil, Theo Guidroz, Chuck Lau, Siyuan Qiao, Yun Liu, Akshay Goel, Kendall Park, Arnav Agharwal, Nick George, Yang Wang, Ryutaro Tanno, David G. T. Barrett, Wei-Hung Weng, S. Sara Mahdavi, Khaled Saab, Tao Tu, Sreenivasa Raju Kalidindi, Mozziyar Etemadi, Jorge Cuadros, Gregory Sorensen, Yossi Matias, Katherine Chou, Greg Corrado, Joelle K. Barral, Shravya Shetty, David J. Fleet, S. M. Ali Eslami, Daniel Tse, Shruthi Prabhakara, Cory Y. McLean, Dave Steiner, Rory Pilgrim, Christopher Kelly, Shekoofeh Azizi, Daniel Golden
2024 J jnl
Analyzing the Impact of Scene Transitions on Indoor Camera Localization through Scene Change Detection in Real-Time.
Intell. Autom. Soft Comput.
Muhammad Shamsul Alam, Farhan B. Mohamed, Ali Selamat, Faruk Ahmed, AKM Bellal Hossain
2024 — conf
Drug Addiction Analysis in Bangladesh Using Machine Learning.
ICCCNT
Faruk Ahmed, Ferdous Ahmed, Arif Shahriar Mubin, Habibur Rahman, Rokonozzaman Ayon
2024 — conf
Faceless Appeal: Rethinking Visibility in Sharing.
AMCIS
Md Jabir Rahman, Robert Greve, Faruk Ahmed
2024 J jnl
Health AI Developer Foundations.
CoRR
Atilla P. Kiraly, Sebastien Baur, Kenneth Philbrick, Fereshteh Mahvar, Liron Yatziv, Tiffany L. Chen, Bram Sterling, Nick George, Fayaz Jamil, Jing Tang, Kai Bailey, Faruk Ahmed, Akshay Goel, Abbi Ward, Lin Yang, Andrew Sellergren, Yossi Matias, Avinatan Hassidim, Shravya Shetty, Daniel Golden, Shekoofeh Azizi, David F. Steiner, Yun Liu, Tim Thelin, Rory Pilgrim, Can Kirmizibayrak
2024 — conf
PathAlign: A vision-language model for whole slide images in histopathology.
COMPAY@MICCAI
Faruk Ahmed, Andrew Sellergren, Lin Yang, Shawn Xu, Boris Babenko, Abbi Ward, Niels Olson, Arash Mohtashamian, Yossi Matias, Gregory S. Corrado, Quang Duong, Dale R. Webster, Shravya Shetty, Daniel Golden, Yun Liu, David F. Steiner, Ellery Wulczyn
2024 J jnl
PathAlign: A vision-language model for whole slide images in histopathology.
CoRR
Faruk Ahmed, Andrew Sellergren, Lin Yang, Shawn Xu, Boris Babenko, Abbi Ward, Niels Olson, Arash Mohtashamian, Yossi Matias, Greg Corrado, Quang Duong, Dale R. Webster, Shravya Shetty, Daniel Golden, Yun Liu, David F. Steiner, Ellery Wulczyn
2023 J jnl
A Comprehensive Literature Review on Sweet Orange Leaf Diseases.
CoRR
Yousuf Rayhan Emon, Md. Golam Rabbani, Md Taimur Ahad, Faruk Ahmed
2023 J jnl
Domain-specific optimization and diverse evaluation of self-supervised models for histopathology.
CoRR
Jeremy Lai, Faruk Ahmed, Supriya Vijay, Tiam Jaroensri, Jessica Loo, Saurabh Vyawahare, Saloni Agarwal, Fayaz Jamil, Yossi Matias, Gregory S. Corrado, Dale R. Webster, Jonathan Krause, Yun Liu, Po-Hsuan Cameron Chen, Ellery Wulczyn, David F. Steiner
2023 J jnl
Machine Learning-Based Tea Leaf Disease Detection: A Comprehensive Review.
CoRR
Faruk Ahmed, Md Taimur Ahad, Yousuf Rayhan Emon
2021 — conf
Collecting 3A Data to Enhance HCI in AIS.
HCI (31)
Faruk Ahmed, Genghu Shi, Keith T. Shubeck, Lijia Wang, Jeffrey Black, Emma Pursley, Iqbal Hossain, Xiangen Hu
2021 — conf
Enhance Conversation-Based Tutoring System with Blended Human Tutor.
HCI (31)
Faruk Ahmed, Keith T. Shubeck, Liang Zhang, Lijia Wang, Xiangen Hu
2021 A* conf
Integrating Categorical Semantics into Unsupervised Domain Translation.
ICLR
Samuel Lavoie-Marchildon, Faruk Ahmed, Aaron C. Courville
2021 A* conf
Systematic generalisation with group invariant predictions.
ICLR
Faruk Ahmed, Yoshua Bengio, Harm van Seijen, Aaron C. Courville
2020 B conf
Assistive System for Navigating Complex Realistic Simulated World Using Reinforcement Learning.
IJCNN
Faruk Ahmed, Md. Sultan Mahmud, Mohammed Yeasin
2020 A* conf
Detecting Semantic Anomalies.
AAAI
Faruk Ahmed, Aaron C. Courville
2020 — conf
Enable 3A in AIS.
HCI (43)
Faruk Ahmed, Keith T. Shubeck, Frank Andrasik, Xiangen Hu
2020 J jnl
Integrating Categorical Semantics into Unsupervised Domain Translation.
CoRR
Samuel Lavoie-Marchildon, Faruk Ahmed, Aaron C. Courville
2020 B conf
Multivariate Models for Decoding Hearing Impairment using EEG Gamma-Band Power Spectral Density.
IJCNN
Md. Sultan Mahmud, Faruk Ahmed, Mohammed Yeasin, Claude Alain, Gavin M. Bidelman
2020 J jnl
Virtual Experience to Real World Application: Sidewalk Obstacle Avoidance Using Reinforcement Learning for Visually Impaired.
CoRR
Faruk Ahmed, Md. Sultan Mahmud, Kazi Ashraf Moinuddin, Mohammed Istiaque Hyder, Mohammed Yeasin
2019 J jnl
Detecting semantic anomalies.
CoRR
Faruk Ahmed, Aaron C. Courville
2019 A conf
Probability Distillation: A Caveat and Alternatives.
UAI
Chin-Wei Huang, Faruk Ahmed, Kundan Kumar, Alexandre Lacoste, Aaron C. Courville
2019 — conf
RNN and CNN for Way-Finding and Obstacle Avoidance for Visually Impaired.
ICDIS
Faruk Ahmed, Md. Sultan Mahmud, Mohammed Yeasin
2018 — conf
An Interactive Device for Ambient Awareness on Sidewalk for Visually Impaired.
ISC2
Faruk Ahmed, Md. Sultan Mahmud, Mohammed Yeasin
2018 — conf
Image Captioning for Ambient Awareness on a Sidewalk.
ICDIS
Faruk Ahmed, Md. Sultan Mahmud, Rakib Al-Fahad, Shahinur Alam, Mohammed Yeasin
2017 — conf
Improved Training of Wasserstein GANs.
NIPS
Ishaan Gulrajani, Faruk Ahmed, Martín Arjovsky, Vincent Dumoulin, Aaron C. Courville
2017 J jnl
Improved Training of Wasserstein GANs.
CoRR
Ishaan Gulrajani, Faruk Ahmed, Martín Arjovsky, Vincent Dumoulin, Aaron C. Courville
2017 B conf
Optimization and evaluation of deep architectures for ambient awareness on a sidewalk.
IJCNN
Mohammed Yeasin, Faruk Ahmed
2017 — conf
PixelVAE: A Latent Variable Model for Natural Images.
ICLR (Poster)
Ishaan Gulrajani, Kundan Kumar, Faruk Ahmed, Adrien Ali Taïga, Francesco Visin, David Vázquez, Aaron C. Courville
2016 J jnl
PixelVAE: A Latent Variable Model for Natural Images.
CoRR
Ishaan Gulrajani, Kundan Kumar, Faruk Ahmed, Adrien Ali Taïga, Francesco Visin, David Vázquez, Aaron C. Courville
2016 A* conf
Reducing Overfitting in Deep Networks by Decorrelating Representations.
ICLR (Poster)
Michael Cogswell, Faruk Ahmed, Ross B. Girshick, Larry Zitnick, Dhruv Batra
2015 A* conf
Optimizing Expected Intersection-Over-Union with Candidate-Constrained CRFs.
ICCV
Faruk Ahmed, Daniel Tarlow, Dhruv Batra
2014 J jnl
Candidate Constrained CRFs for Loss-Aware Structured Prediction.
CoRR
Faruk Ahmed, Daniel Tarlow, Dhruv Batra
2014 J jnl
Removal of High-Density Salt-and-Pepper Noise in Images With an Iterative Adaptive Fuzzy Filter Using Alpha-Trimmed Mean.
IEEE Trans. Fuzzy Syst.
Faruk Ahmed, Swagatam Das
2008 — conf
Fast and Active Video Surveillance System for Remote Monitoring of Events.
IPCV
Mohammed Yeasin, Faruk Ahmed
2008 J jnl
i-SEGOPubmed: a web interface for semantic enabled browsing of PubMed using Gene Ontology.
BMC Bioinform.
Mohammed Yeasin, Bhanu Vanteru, Jahangheer S. Shaik, Faruk Ahmed