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Sadaf Gulshad
Sadaf Gulshad
Verified email at uva.nl - Homepage
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Cited by
Cited by
Year
Uncertainty estimation for deep learning-based automated analysis of 12-lead electrocardiograms
JF Vranken, RR van de Leur, DK Gupta, LE Juarez Orozco, RJ Hassink, ...
European Heart Journal-Digital Health 2 (3), 401-415, 2021
272021
The 3rd anti-uav workshop & challenge: Methods and results
J Zhao, J Li, L Jin, J Chu, Z Zhang, J Wang, J Xia, K Wang, Y Liu, ...
arXiv preprint arXiv:2305.07290, 2023
172023
Explaining with counter visual attributes and examples
S Gulshad, A Smeulders
Proceedings of the 2020 international conference on multimedia retrieval, 35-43, 2020
132020
Interpreting adversarial examples with attributes
S Gulshad, JH Metzen, A Smeulders, Z Akata
arXiv preprint arXiv:1904.08279, 2019
72019
Learning to reproduce stochastic time series using stochastic LSTM
S Gulshad, D Sigmund, JH Kim
2017 International Joint Conference on Neural Networks (IJCNN), 859-866, 2017
72017
Natural perturbed training for general robustness of neural network classifiers
S Gulshad, A Smeulders
arXiv preprint arXiv:2103.11372, 2021
52021
Counterfactual attribute-based visual explanations for classification
S Gulshad, A Smeulders
International Journal of Multimedia Information Retrieval 10, 127-140, 2021
32021
Adversarial and natural perturbations for general robustness
S Gulshad, JH Metzen, A Smeulders
arXiv preprint arXiv:2010.01401, 2020
32020
Hierarchical Explanations for Video Action Recognition
S Gulshad, T Long, N van Noord
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
22023
Impact of imperfection in medical imaging data on deep learning‐based segmentation performance: An experimental study using synthesized data
AM Güneş, W van Rooij, S Gulshad, B Slotman, M Dahele, W Verbakel
Medical physics 50 (10), 6421-6432, 2023
12023
Built-in Elastic Transformations for Improved Robustness
S Gulshad, I Sosnovik, A Smeulders
arXiv preprint arXiv:2107.09391, 2021
12021
Deep convolutional and recurrent writer
S Gulshad, JH Kim
2017 International Joint Conference on Neural Networks (IJCNN), 2836-2842, 2017
12017
Method for operating a technical system and technical system
J Zhao, S Gulshad, JH Metzen, S Arnold
US Patent App. 18/340,264, 2024
2024
RCV2023 Challenges: Benchmarking Model Training and Inference for Resource-Constrained Deep Learning
R Tiwari, A Chavan, D Gupta, G Mago, A Gupta, A Gupta, S Sharan, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
2023
Explainable robustness for visual classification
S Gulshad
University of Amsterdam, 2022
2022
Wiggling Weights to Improve the Robustness of Classifiers
S Gulshad, I Sosnovik, A Smeulders
arXiv preprint arXiv:2111.09779, 2021
2021
Understanding Misclassifications by Attributes
S Gulshad, Z Akata, JH Metzen, A Smeulders
arXiv preprint arXiv:1910.07416, 2019
2019
Ladder-deep convolutional recurrent writer for generating images
S Gulshad
한국과학기술원, 2017
2017
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