Shoaib Ahmed Siddiqui
Shoaib Ahmed Siddiqui
Junior Researcher, DFKI
Verified email at dfki.de
Title
Cited by
Cited by
Year
Deep one-class classification
L Ruff, R Vandermeulen, N Goernitz, L Deecke, SA Siddiqui, A Binder, ...
International conference on machine learning, 4393-4402, 2018
3092018
Automatic fish species classification in underwater videos: exploiting pre-trained deep neural network models to compensate for limited labelled data
SA Siddiqui, A Salman, MI Malik, F Shafait, A Mian, MR Shortis, ...
ICES Journal of Marine Science 75 (1), 374-389, 2018
852018
DeepAnT: A deep learning approach for unsupervised anomaly detection in time series
M Munir, SA Siddiqui, A Dengel, S Ahmed
IEEE Access 7, 1991-2005, 2018
792018
Automatic fish detection in underwater videos by a deep neural network-based hybrid motion learning system
A Salman, SA Siddiqui, F Shafait, A Mian, MR Shortis, K Khurshid, ...
ICES Journal of Marine Science 77 (4), 1295-1307, 2020
292020
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning
MN Bajwa, MI Malik, SA Siddiqui, A Dengel, F Shafait, W Neumeier, ...
BMC medical informatics and decision making 19 (1), 1-16, 2019
252019
FuseAD: unsupervised anomaly detection in streaming sensors data by fusing statistical and deep learning models
M Munir, SA Siddiqui, MA Chattha, A Dengel, S Ahmed
Sensors 19 (11), 2451, 2019
242019
Decnt: Deep deformable cnn for table detection
SA Siddiqui, MI Malik, S Agne, A Dengel, S Ahmed
IEEE Access 6, 74151-74161, 2018
212018
Tsviz: Demystification of deep learning models for time-series analysis
SA Siddiqui, D Mercier, M Munir, A Dengel, S Ahmed
IEEE Access 7, 67027-67040, 2019
162019
Handling editor: Howard Browman. Automatic Fish Species Classification in Underwater Videos: Exploiting Pre-Trained Deep Neural Network Models to Compensate for Limited …
SA Siddiqui, A Salman, MI Malik, F Shafait, A Mian, MR Shortis, ...
ICES J. Mar. Sci 75, 374-389, 2017
72017
Computer-aided diagnosis of skin diseases using deep neural networks
MN Bajwa, K Muta, MI Malik, SA Siddiqui, SA Braun, B Homey, A Dengel, ...
Applied Sciences 10 (7), 2488, 2020
52020
Rethinking semantic segmentation for table structure recognition in documents
SA Siddiqui, PI Khan, A Dengel, S Ahmed
2019 International Conference on Document Analysis and Recognition (ICDAR …, 2019
42019
A wearable sensor based multi-criteria-decision-system for real-time seizure detection
A Ahmed, W Ahmad, MJ Khan, SA Siddiqui, HM Cheema
2017 39th Annual International Conference of the IEEE Engineering in …, 2017
42017
Tsxplain: Demystification of dnn decisions for time-series using natural language and statistical features
M Munir, SA Siddiqui, F Küsters, D Mercier, A Dengel, S Ahmed
International Conference on Artificial Neural Networks, 426-439, 2019
32019
Kinn: Incorporating expert knowledge in neural networks
MA Chattha, SA Siddiqui, MI Malik, L van Elst, A Dengel, S Ahmed
arXiv preprint arXiv:1902.05653, 2019
32019
OGaze: Gaze Prediction in Egocentric Videos for Attentional Object Selection
M Al-Naser, SA Siddiqui, H Ohashi, S Ahmed, N Katsuyki, S Takuto, ...
2019 Digital Image Computing: Techniques and Applications (DICTA), 1-8, 2019
22019
Confident classification using a hybrid between deterministic and probabilistic convolutional neural networks
MN Bajwa, S Khurram, M Munir, SA Siddiqui, MI Malik, A Dengel, ...
IEEE Access 8, 115476-115485, 2020
12020
TSInsight: A local-global attribution framework for interpretability in time-series data
SA Siddiqui, D Mercier, A Dengel, S Ahmed
arXiv preprint arXiv:2004.02958, 2020
12020
Correction to: Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning
MN Bajwa, MI Malik, SA Siddiqui, A Dengel, F Shafait, W Neumeier, ...
BMC medical informatics and decision making 19 (1), 1-1, 2019
12019
Reliable Model Compression via Label-Preservation-Aware Loss Functions
V Joseph, SA Siddiqui, A Bhaskara, G Gopalakrishnan, S Muralidharan, ...
arXiv preprint arXiv:2012.01604, 2020
2020
Benchmarking adversarial attacks and defenses for time-series data
SA Siddiqui, A Dengel, S Ahmed
International Conference on Neural Information Processing, 544-554, 2020
2020
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