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ORCIDBibTeX records: Faruk Ahmed
@article{DBLP:journals/corr/abs-2310-13259,
author = {Jeremy Lai and
Faruk Ahmed and
Supriya Vijay and
Tiam Jaroensri and
Jessica Loo and
Saurabh Vyawahare and
Saloni Agarwal and
Fayaz Jamil and
Yossi Matias and
Gregory S. Corrado and
Dale R. Webster and
Jonathan Krause and
Yun Liu and
Po{-}Hsuan Cameron Chen and
Ellery Wulczyn and
David F. Steiner},
title = {Domain-specific optimization and diverse evaluation of self-supervised
models for histopathology},
journal = {CoRR},
volume = {abs/2310.13259},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13259},
doi = {10.48550/ARXIV.2310.13259},
eprinttype = {arXiv},
eprint = {2310.13259},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13259.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-03240,
author = {Faruk Ahmed and
Md Taimur Ahad and
Yousuf Rayhan Emon},
title = {Machine Learning-Based Tea Leaf Disease Detection: {A} Comprehensive
Review},
journal = {CoRR},
volume = {abs/2311.03240},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.03240},
doi = {10.48550/ARXIV.2311.03240},
eprinttype = {arXiv},
eprint = {2311.03240},
timestamp = {Wed, 08 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-03240.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-01756,
author = {Yousuf Rayhan Emon and
Md. Golam Rabbani and
Md Taimur Ahad and
Faruk Ahmed},
title = {A Comprehensive Literature Review on Sweet Orange Leaf Diseases},
journal = {CoRR},
volume = {abs/2312.01756},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.01756},
doi = {10.48550/ARXIV.2312.01756},
eprinttype = {arXiv},
eprint = {2312.01756},
timestamp = {Wed, 13 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-01756.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hci/AhmedSSWBPHH21,
author = {Faruk Ahmed and
Genghu Shi and
Keith T. Shubeck and
Lijia Wang and
Jeffrey Black and
Emma Pursley and
Iqbal Hossain and
Xiangen Hu},
editor = {Robert A. Sottilare and
Jessica Schwarz},
title = {Collecting 3A Data to Enhance {HCI} in {AIS}},
booktitle = {Adaptive Instructional Systems. Design and Evaluation - Third International
Conference, {AIS} 2021, Held as Part of the 23rd {HCI} International
Conference, {HCII} 2021, Virtual Event, July 24-29, 2021, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12792},
pages = {499--508},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-77857-6\_35},
doi = {10.1007/978-3-030-77857-6\_35},
timestamp = {Tue, 20 Jul 2021 15:09:55 +0200},
biburl = {https://dblp.org/rec/conf/hci/AhmedSSWBPHH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hci/AhmedSZWH21,
author = {Faruk Ahmed and
Keith T. Shubeck and
Liang Zhang and
Lijia Wang and
Xiangen Hu},
editor = {Robert A. Sottilare and
Jessica Schwarz},
title = {Enhance Conversation-Based Tutoring System with Blended Human Tutor},
booktitle = {Adaptive Instructional Systems. Design and Evaluation - Third International
Conference, {AIS} 2021, Held as Part of the 23rd {HCI} International
Conference, {HCII} 2021, Virtual Event, July 24-29, 2021, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12792},
pages = {509--518},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-77857-6\_36},
doi = {10.1007/978-3-030-77857-6\_36},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hci/AhmedSZWH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AhmedBSC21,
author = {Faruk Ahmed and
Yoshua Bengio and
Harm van Seijen and
Aaron C. Courville},
title = {Systematic generalisation with group invariant predictions},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=b9PoimzZFJ},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/AhmedBSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Lavoie-Marchildon21,
author = {Samuel Lavoie{-}Marchildon and
Faruk Ahmed and
Aaron C. Courville},
title = {Integrating Categorical Semantics into Unsupervised Domain Translation},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=IMPA6MndSXU},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Lavoie-Marchildon21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AhmedC20,
author = {Faruk Ahmed and
Aaron C. Courville},
title = {Detecting Semantic Anomalies},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {3154--3162},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5712},
doi = {10.1609/AAAI.V34I04.5712},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AhmedC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hci/AhmedSAH20,
author = {Faruk Ahmed and
Keith T. Shubeck and
Frank Andrasik and
Xiangen Hu},
editor = {Constantine Stephanidis and
Don Harris and
Wen{-}Chin Li and
Dylan D. Schmorrow and
Cali M. Fidopiastis and
Panayiotis Zaphiris and
Andri Ioannou and
Xiaowen Fang and
Robert A. Sottilare and
Jessica Schwarz},
title = {Enable 3A in {AIS}},
booktitle = {{HCI} International 2020 - Late Breaking Papers: Cognition, Learning
and Games - 22nd {HCI} International Conference, {HCII} 2020, Copenhagen,
Denmark, July 19-24, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12425},
pages = {507--518},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-60128-7\_38},
doi = {10.1007/978-3-030-60128-7\_38},
timestamp = {Wed, 07 Oct 2020 19:50:10 +0200},
biburl = {https://dblp.org/rec/conf/hci/AhmedSAH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/AhmedMY20,
author = {Faruk Ahmed and
Md. Sultan Mahmud and
Mohammed Yeasin},
title = {Assistive System for Navigating Complex Realistic Simulated World
Using Reinforcement Learning},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9207716},
doi = {10.1109/IJCNN48605.2020.9207716},
timestamp = {Tue, 06 Oct 2020 15:44:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/AhmedMY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MahmudAYAB20,
author = {Md. Sultan Mahmud and
Faruk Ahmed and
Mohammed Yeasin and
Claude Alain and
Gavin M. Bidelman},
title = {Multivariate Models for Decoding Hearing Impairment using {EEG} Gamma-Band
Power Spectral Density},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--7},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9206731},
doi = {10.1109/IJCNN48605.2020.9206731},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/MahmudAYAB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-12877,
author = {Faruk Ahmed and
Md. Sultan Mahmud and
Kazi Ashraf Moinuddin and
Mohammed Istiaque Hyder and
Mohammed Yeasin},
title = {Virtual Experience to Real World Application: Sidewalk Obstacle Avoidance
Using Reinforcement Learning for Visually Impaired},
journal = {CoRR},
volume = {abs/2009.12877},
year = {2020},
url = {https://arxiv.org/abs/2009.12877},
eprinttype = {arXiv},
eprint = {2009.12877},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-12877.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01262,
author = {Samuel Lavoie{-}Marchildon and
Faruk Ahmed and
Aaron C. Courville},
title = {Integrating Categorical Semantics into Unsupervised Domain Translation},
journal = {CoRR},
volume = {abs/2010.01262},
year = {2020},
url = {https://arxiv.org/abs/2010.01262},
eprinttype = {arXiv},
eprint = {2010.01262},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01262.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdis/AhmedMY19,
author = {Faruk Ahmed and
Md. Sultan Mahmud and
Mohammed Yeasin},
title = {{RNN} and {CNN} for Way-Finding and Obstacle Avoidance for Visually
Impaired},
booktitle = {2nd International Conference on Data Intelligence and Security, {ICDIS}
2019, South Padre Island, TX, USA, June 28-30, 2019},
pages = {225--228},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDIS.2019.00041},
doi = {10.1109/ICDIS.2019.00041},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icdis/AhmedMY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HuangAKLC19,
author = {Chin{-}Wei Huang and
Faruk Ahmed and
Kundan Kumar and
Alexandre Lacoste and
Aaron C. Courville},
editor = {Amir Globerson and
Ricardo Silva},
title = {Probability Distillation: {A} Caveat and Alternatives},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1212--1221},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/huang20c.html},
timestamp = {Tue, 15 Dec 2020 17:40:18 +0100},
biburl = {https://dblp.org/rec/conf/uai/HuangAKLC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-04388,
author = {Faruk Ahmed and
Aaron C. Courville},
title = {Detecting semantic anomalies},
journal = {CoRR},
volume = {abs/1908.04388},
year = {2019},
url = {http://arxiv.org/abs/1908.04388},
eprinttype = {arXiv},
eprint = {1908.04388},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-04388.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdis/AhmedMAAY18,
author = {Faruk Ahmed and
Md. Sultan Mahmud and
Rakib Al{-}Fahad and
Shahinur Alam and
Mohammed Yeasin},
title = {Image Captioning for Ambient Awareness on a Sidewalk},
booktitle = {1st International Conference on Data Intelligence and Security, {ICDIS}
2018, South Padre Island, TX, USA, April 8-10, 2018},
pages = {85--91},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICDIS.2018.00020},
doi = {10.1109/ICDIS.2018.00020},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icdis/AhmedMAAY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isc2/AhmedMY18,
author = {Faruk Ahmed and
Md. Sultan Mahmud and
Mohammed Yeasin},
title = {An Interactive Device for Ambient Awareness on Sidewalk for Visually
Impaired},
booktitle = {{IEEE} International Smart Cities Conference, {ISC2} 2018, Kansas
City, MO, USA, September 16-19, 2018},
pages = {1--6},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISC2.2018.8656966},
doi = {10.1109/ISC2.2018.8656966},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/isc2/AhmedMY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GulrajaniKATVVC17,
author = {Ishaan Gulrajani and
Kundan Kumar and
Faruk Ahmed and
Adrien Ali Ta{\"{\i}}ga and
Francesco Visin and
David V{\'{a}}zquez and
Aaron C. Courville},
title = {PixelVAE: {A} Latent Variable Model for Natural Images},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=BJKYvt5lg},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GulrajaniKATVVC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YeasinA17,
author = {Mohammed Yeasin and
Faruk Ahmed},
title = {Optimization and evaluation of deep architectures for ambient awareness
on a sidewalk},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {2692--2697},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7966186},
doi = {10.1109/IJCNN.2017.7966186},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/YeasinA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GulrajaniAADC17,
author = {Ishaan Gulrajani and
Faruk Ahmed and
Mart{\'{\i}}n Arjovsky and
Vincent Dumoulin and
Aaron C. Courville},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Improved Training of Wasserstein GANs},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {5767--5777},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/892c3b1c6dccd52936e27cbd0ff683d6-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/GulrajaniAADC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GulrajaniAADC17,
author = {Ishaan Gulrajani and
Faruk Ahmed and
Mart{\'{\i}}n Arjovsky and
Vincent Dumoulin and
Aaron C. Courville},
title = {Improved Training of Wasserstein GANs},
journal = {CoRR},
volume = {abs/1704.00028},
year = {2017},
url = {http://arxiv.org/abs/1704.00028},
eprinttype = {arXiv},
eprint = {1704.00028},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GulrajaniAADC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/CogswellAGZB15,
author = {Michael Cogswell and
Faruk Ahmed and
Ross B. Girshick and
Larry Zitnick and
Dhruv Batra},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Reducing Overfitting in Deep Networks by Decorrelating Representations},
booktitle = {4th International Conference on Learning Representations, {ICLR} 2016,
San Juan, Puerto Rico, May 2-4, 2016, Conference Track Proceedings},
year = {2016},
url = {http://arxiv.org/abs/1511.06068},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CogswellAGZB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GulrajaniKATVVC16,
author = {Ishaan Gulrajani and
Kundan Kumar and
Faruk Ahmed and
Adrien Ali Ta{\"{\i}}ga and
Francesco Visin and
David V{\'{a}}zquez and
Aaron C. Courville},
title = {PixelVAE: {A} Latent Variable Model for Natural Images},
journal = {CoRR},
volume = {abs/1611.05013},
year = {2016},
url = {http://arxiv.org/abs/1611.05013},
eprinttype = {arXiv},
eprint = {1611.05013},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GulrajaniKATVVC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/AhmedTB15,
author = {Faruk Ahmed and
Daniel Tarlow and
Dhruv Batra},
title = {Optimizing Expected Intersection-Over-Union with Candidate-Constrained
CRFs},
booktitle = {2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015,
Santiago, Chile, December 7-13, 2015},
pages = {1850--1858},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICCV.2015.215},
doi = {10.1109/ICCV.2015.215},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/AhmedTB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/AhmedD14,
author = {Faruk Ahmed and
Swagatam Das},
title = {Removal of High-Density Salt-and-Pepper Noise in Images With an Iterative
Adaptive Fuzzy Filter Using Alpha-Trimmed Mean},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {22},
number = {5},
pages = {1352--1358},
year = {2014},
url = {https://doi.org/10.1109/TFUZZ.2013.2286634},
doi = {10.1109/TFUZZ.2013.2286634},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/AhmedD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AhmedTB14,
author = {Faruk Ahmed and
Daniel Tarlow and
Dhruv Batra},
title = {Candidate Constrained CRFs for Loss-Aware Structured Prediction},
journal = {CoRR},
volume = {abs/1412.3369},
year = {2014},
url = {http://arxiv.org/abs/1412.3369},
eprinttype = {arXiv},
eprint = {1412.3369},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AhmedTB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/YeasinVSA08,
author = {Mohammed Yeasin and
Bhanu Vanteru and
Jahangheer S. Shaik and
Faruk Ahmed},
title = {i-SEGOPubmed: a web interface for semantic enabled browsing of PubMed
using Gene Ontology},
journal = {{BMC} Bioinform.},
volume = {9},
number = {{S-7}},
year = {2008},
url = {http://www.biomedcentral.com/1471-2105/9/S7/P20},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/YeasinVSA08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipcv/YeasinA08,
author = {Mohammed Yeasin and
Faruk Ahmed},
editor = {Hamid R. Arabnia},
title = {Fast and Active Video Surveillance System for Remote Monitoring of
Events},
booktitle = {Proceedings of the 2008 International Conference on Image Processing,
Computer Vision, {\&} Pattern Recognition, {IPCV} 2008, July 14-17,
2008, Las Vegas Nevada, USA, 2 Volumes},
pages = {314--320},
publisher = {{CSREA} Press},
year = {2008},
timestamp = {Fri, 06 Feb 2009 10:48:45 +0100},
biburl = {https://dblp.org/rec/conf/ipcv/YeasinA08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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