Faruk Ahmed

According to our database1, Faruk Ahmed authored at least 25 papers between 2008 and 2023.

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Bibliography

2023
A Comprehensive Literature Review on Sweet Orange Leaf Diseases.
CoRR, 2023

Machine Learning-Based Tea Leaf Disease Detection: A Comprehensive Review.
CoRR, 2023

Domain-specific optimization and diverse evaluation of self-supervised models for histopathology.
CoRR, 2023

2021
Integrating Categorical Semantics into Unsupervised Domain Translation.
Proceedings of the 9th International Conference on Learning Representations, 2021

Systematic generalisation with group invariant predictions.
Proceedings of the 9th International Conference on Learning Representations, 2021

Enhance Conversation-Based Tutoring System with Blended Human Tutor.
Proceedings of the Adaptive Instructional Systems. Design and Evaluation, 2021

Collecting 3A Data to Enhance HCI in AIS.
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.
CoRR, 2020

Multivariate Models for Decoding Hearing Impairment using EEG Gamma-Band Power Spectral Density.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Assistive System for Navigating Complex Realistic Simulated World Using Reinforcement Learning.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Enable 3A in AIS.
Proceedings of the HCI International 2020 - Late Breaking Papers: Cognition, Learning and Games, 2020

Detecting Semantic Anomalies.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Probability Distillation: A Caveat and Alternatives.
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

RNN and CNN for Way-Finding and Obstacle Avoidance for Visually Impaired.
Proceedings of the 2nd International Conference on Data Intelligence and Security, 2019

2018
An Interactive Device for Ambient Awareness on Sidewalk for Visually Impaired.
Proceedings of the IEEE International Smart Cities Conference, 2018

Image Captioning for Ambient Awareness on a Sidewalk.
Proceedings of the 1st International Conference on Data Intelligence and Security, 2018

2017
Improved Training of Wasserstein GANs.
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.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

PixelVAE: A Latent Variable Model for Natural Images.
Proceedings of the 5th International Conference on Learning Representations, 2017

2016
Reducing Overfitting in Deep Networks by Decorrelating Representations.
Proceedings of the 4th International Conference on Learning Representations, 2016

2015
Optimizing Expected Intersection-Over-Union with Candidate-Constrained CRFs.
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.
IEEE Trans. Fuzzy Syst., 2014

Candidate Constrained CRFs for Loss-Aware Structured Prediction.
CoRR, 2014

2008
i-SEGOPubmed: a web interface for semantic enabled browsing of PubMed using Gene Ontology.
BMC Bioinform., 2008

Fast and Active Video Surveillance System for Remote Monitoring of Events.
Proceedings of the 2008 International Conference on Image Processing, 2008


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