Follow
Aya Abdelsalam Ismail
Aya Abdelsalam Ismail
Prescient Designs - Genentech
Verified email at gene.com
Title
Cited by
Cited by
Year
Benchmarking deep learning interpretability in time series predictions
AA Ismail, M Gunady, HC Bravo, S Feizi
Advances in Neural Information Processing Systems 33, 6441--6452, 2020
1522020
Improving deep learning interpretability by saliency guided training
AA Ismail, H Corrada Bravo, S Feizi
Advances in Neural Information Processing Systems 34, 26726-26739, 2021
622021
The alzheimer's disease prediction of longitudinal evolution (TADPOLE) challenge: Results after 1 year follow-up
RV Marinescu, NP Oxtoby, AL Young, EE Bron, AW Toga, MW Weiner, ...
arXiv preprint arXiv:2002.03419, 2020
482020
Input-cell attention reduces vanishing saliency of recurrent neural networks
AA Ismail, M Gunady, L Pessoa, H Corrada Bravo, S Feizi
Advances in Neural Information Processing Systems 32, 2019
432019
Improving long-horizon forecasts with expectation-biased LSTM networks
AA Ismail, T Wood, HC Bravo
arXiv preprint arXiv:1804.06776, 2018
302018
Improving multimodal accuracy through modality pre-training and attention
AA Ismail, M Hasan, F Ishtiaq
arXiv preprint arXiv:2011.06102, 2020
152020
Interpretable mixture of experts
AA Ismail, SÖ Arik, J Yoon, A Taly, S Feizi, T Pfister
arXiv preprint arXiv:2206.02107, 2022
72022
Methods and systems for multimodal content analytics
MM Hasan, AA Ismail, F Ishtiaq
US Patent App. 17/099,292, 2021
62021
The Alzheimer’s disease prediction of longitudinal evolution (TADPOLE) challenge: results after 1 year follow-up
RV Marinescu, NP Oxtoby, AL Young, EE Bron, AW Toga, MW Weiner, ...
ArXiv Preprint ArXiv, 2002
32002
Concept bottleneck generative models
AA Ismail, J Adebayo, HC Bravo, S Ra, K Cho
The Twelfth International Conference on Learning Representations, 2023
22023
Interpretable mixture of experts for structured data
AA Ismail, SÖ Arik, J Yoon, A Taly, S Feizi, T Pfister
arXiv preprint arXiv:2206.02107, 2022
22022
LIMO: learning programming using interactive map activities
RY Tahboub, J Shin, A Abdelsalam, JW Aref, WG Aref, S Prabhakar
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in …, 2015
22015
Antibody DomainBed: Out-of-Distribution Generalization in Therapeutic Protein Design
N Tagasovska, JW Park, M Kirchmeyer, NC Frey, AM Watkins, AA Ismail, ...
2023
Interpretable Deep Learning for Time Series
AA Ismail
University of Maryland, College Park, 2022
2022
On map-centric programming environments: vision paper
WG Aref, S Prabhakar, J Shin, RY Tahboub, A Abdelsalam, JW Aref
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in …, 2015
2015
Supplementary Materials: Improving Deep Learning Interpretability by Saliency Guided Training
AA Ismail, HC Bravo, S Feizi
Supplementary Material: Benchmarking Deep Learning Interpretability in Time Series Predictions
AA Ismail, M Gunady, HC Bravo, S Feizi
The system can't perform the operation now. Try again later.
Articles 1–17