Faruk Ahmed

According to our database, Faruk Ahmed authored at least 29 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

A study on Deep Convolutional Neural Networks, Transfer Learning and Ensemble Model for Breast Cancer Detection.

Md Taimur Ahad, Sumaya Mustofa, Faruk Ahmed, Yousuf Rayhan Emon, Aunirudra Dey Anu

CoRR, 2024

PathAlign: A vision-language model for whole slide images in histopathology.

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

CoRR, 2024

Advancing Multimodal Medical Capabilities of Gemini.

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

CoRR, 2024

Faceless Appeal: Rethinking Visibility in Sharing.

Md Jabir Rahman, Robert Greve, Faruk Ahmed

Proceedings of the 30th Americas Conference on Information Systems: Elevating Life through Digital Social Entrepreneurship, 2024

2023

A Comprehensive Literature Review on Sweet Orange Leaf Diseases.

Yousuf Rayhan Emon, Md. Golam Rabbani, Md Taimur Ahad, Faruk Ahmed

CoRR, 2023

Machine Learning-Based Tea Leaf Disease Detection: A Comprehensive Review.

Faruk Ahmed, Md Taimur Ahad, Yousuf Rayhan Emon

CoRR, 2023

Domain-specific optimization and diverse evaluation of self-supervised models for histopathology.

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

CoRR, 2023

2021

Integrating Categorical Semantics into Unsupervised Domain Translation.

Samuel Lavoie-Marchildon, Faruk Ahmed, Aaron C. Courville

Proceedings of the 9th International Conference on Learning Representations, 2021

Systematic generalisation with group invariant predictions.

Faruk Ahmed, Yoshua Bengio, Harm van Seijen, Aaron C. Courville

Proceedings of the 9th International Conference on Learning Representations, 2021

Enhance Conversation-Based Tutoring System with Blended Human Tutor.

Faruk Ahmed, Keith T. Shubeck, Liang Zhang, Lijia Wang, Xiangen Hu

Proceedings of the Adaptive Instructional Systems. Design and Evaluation, 2021

Collecting 3A Data to Enhance HCI in AIS.

Faruk Ahmed, Genghu Shi, Keith T. Shubeck, Lijia Wang, Jeffrey Black, Emma Pursley, Iqbal Hossain, Xiangen Hu

Proceedings of the Adaptive Instructional Systems. Design and Evaluation, 2021

2020

Virtual Experience to Real World Application: Sidewalk Obstacle Avoidance Using Reinforcement Learning for Visually Impaired.

Faruk Ahmed, Md. Sultan Mahmud, Kazi Ashraf Moinuddin, Mohammed Istiaque Hyder, Mohammed Yeasin

CoRR, 2020

Multivariate Models for Decoding Hearing Impairment using EEG Gamma-Band Power Spectral Density.

Md. Sultan Mahmud, Faruk Ahmed, Mohammed Yeasin, Claude Alain, Gavin M. Bidelman

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Assistive System for Navigating Complex Realistic Simulated World Using Reinforcement Learning.

Faruk Ahmed, Md. Sultan Mahmud, Mohammed Yeasin

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Enable 3A in AIS.

Faruk Ahmed, Keith T. Shubeck, Frank Andrasik, Xiangen Hu

Proceedings of the HCI International 2020 - Late Breaking Papers: Cognition, Learning and Games, 2020

Detecting Semantic Anomalies.

Faruk Ahmed, Aaron C. Courville

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Probability Distillation: A Caveat and Alternatives.

Chin-Wei Huang, Faruk Ahmed, Kundan Kumar, Alexandre Lacoste, Aaron C. Courville

Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

RNN and CNN for Way-Finding and Obstacle Avoidance for Visually Impaired.

Faruk Ahmed, Md. Sultan Mahmud, Mohammed Yeasin

Proceedings of the 2nd International Conference on Data Intelligence and Security, 2019

2018

An Interactive Device for Ambient Awareness on Sidewalk for Visually Impaired.

Faruk Ahmed, Md. Sultan Mahmud, Mohammed Yeasin

Proceedings of the IEEE International Smart Cities Conference, 2018

Image Captioning for Ambient Awareness on a Sidewalk.

Faruk Ahmed, Md. Sultan Mahmud, Rakib Al-Fahad, Shahinur Alam, Mohammed Yeasin

Proceedings of the 1st International Conference on Data Intelligence and Security, 2018

2017

Improved Training of Wasserstein GANs.

Ishaan Gulrajani, Faruk Ahmed, Martín Arjovsky, Vincent Dumoulin, Aaron C. Courville

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Optimization and evaluation of deep architectures for ambient awareness on a sidewalk.

Mohammed Yeasin, Faruk Ahmed

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

PixelVAE: A Latent Variable Model for Natural Images.

Ishaan Gulrajani, Kundan Kumar, Faruk Ahmed, Adrien Ali Taïga, Francesco Visin, David Vázquez, Aaron C. Courville

Proceedings of the 5th International Conference on Learning Representations, 2017

2016

Reducing Overfitting in Deep Networks by Decorrelating Representations.

Michael Cogswell, Faruk Ahmed, Ross B. Girshick, Larry Zitnick, Dhruv Batra

Proceedings of the 4th International Conference on Learning Representations, 2016

2015

Optimizing Expected Intersection-Over-Union with Candidate-Constrained CRFs.

Faruk Ahmed, Daniel Tarlow, Dhruv Batra

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

Removal of High-Density Salt-and-Pepper Noise in Images With an Iterative Adaptive Fuzzy Filter Using Alpha-Trimmed Mean.

Faruk Ahmed, Swagatam Das

IEEE Trans. Fuzzy Syst., 2014

Candidate Constrained CRFs for Loss-Aware Structured Prediction.

Faruk Ahmed, Daniel Tarlow, Dhruv Batra

CoRR, 2014

2008

i-SEGOPubmed: a web interface for semantic enabled browsing of PubMed using Gene Ontology.

Mohammed Yeasin, Bhanu Vanteru, Jahangheer S. Shaik, Faruk Ahmed

BMC Bioinform., 2008

Fast and Active Video Surveillance System for Remote Monitoring of Events.

Mohammed Yeasin, Faruk Ahmed

Proceedings of the 2008 International Conference on Image Processing, 2008