A layer selection approach to test time adaptation
AAAI · 2025
@inproceedings{elaraby2024layerwise, title = {A layer selection approach to test time adaptation}, author = {Sahoo, Sabyasachi and ElAraby, Mostafa and Ngnawe, Jonas and Pequignot, Yann Batiste and Precioso, Fr{\'e}d{\'e}ric and Gagn{\'e}, Christian}, booktitle = {AAAI}, volume = {39}, number = {19}, pages = {20237--20245}, year = {2025}, url = {https://openreview.net/forum?id=WhYuW9n1At}, arxiv = {2404.03784} }GROOD: GRadient-aware Out-Of-Distribution detection in interpolated manifolds
TMLR · 2025
@article{elaraby2023grood, title = {GROOD: GRadient-aware Out-Of-Distribution detection in interpolated manifolds}, author = {ElAraby, Mostafa and Sahoo, Sabyasachi and Pequignot, Yann and Novello, Paul and Paull, Liam}, journal = {TMLR}, year = {2025}, url = {https://openreview.net/forum?id=2V7itvvMVJ}, arxiv = {2312.14427}, code = {https://github.com/mostafaelaraby/Gradient-Aware-OOD-Detection}, blog = {/publications/2025/09/12/grood-gradient-aware-out-of-distribution-detection/} }BACS: Background Aware Continual Semantic Segmentation
CRV · 2024
@inproceedings{elaraby2024bacs, title = {BACS: Background Aware Continual Semantic Segmentation}, author = {ElAraby, Mostafa and Harakeh, Ali and Paull, Liam}, booktitle = {CRV}, year = {2024}, arxiv = {2404.13148}, code = {https://github.com/mostafaelaraby/bacs-continual-semantic-segmentation}, blog = {/publications/2024/04/30/bacs-continual-semantic-segmentation/} }OAMIP: Optimizing ANN Architectures Using Mixed-Integer Programming
CPAIOR · 2023
@inproceedings{elaraby2023oamip, title = {OAMIP: Optimizing ANN Architectures Using Mixed-Integer Programming}, author = {ElAraby, Mostafa and Wolf, Guy and Carvalho, Margarida}, booktitle = {CPAIOR}, pages = {219--237}, year = {2023}, publisher = {Springer Nature Switzerland Cham} }Identifying efficient sub-networks using mixed integer programming
OPT Workshop @ NeurIPS · 2020
@inproceedings{elaraby2020identifying, title = {{I}dentifying efficient sub-networks using mixed integer programming}, author = {ElAraby, Mostafa and Wolf, Guy and Carvalho, Margarida}, booktitle = {OPT Workshop @ NeurIPS}, volume = {3}, year = {2020}, arxiv = {2002.07259}, code = {https://github.com/chair-dsgt/mip-for-ann}, blog = {/publications/2020/02/18/identifying-critical-neurons-in-ann-architectures-using-mixed-integer-programming/} }Gender aware spoken language translation applied to English-Arabic
ICNLSP · 2018
@inproceedings{elaraby2018gender, title = {Gender aware spoken language translation applied to English-Arabic}, author = {ElAraby, Mostafa and Tawfik, Ahmed Y. and Khaled, Mahmoud and Hassan, Hany and Osama, Aly}, booktitle = {ICNLSP}, pages = {1--6}, year = {2018}, arxiv = {1802.09287}, doi = {10.1109/ICNLSP.2018.8374387}, blog = {/publications/2018/04/15/gender-aware-slt-arabic-english/} }Synthetic Data for Neural Machine Translation of Spoken-Dialects
IWSLT · 2017
@inproceedings{awadalla2017synthetic, title = {Synthetic Data for Neural Machine Translation of Spoken-Dialects}, author = {Hassan Awadalla, Hany and ElAraby, Mostafa and Tawfik, Ahmed Y.}, booktitle = {IWSLT}, year = {2017}, month = dec, arxiv = {1707.00079}, url = {https://www.microsoft.com/en-us/research/publication/synthetic-data-neural-machine-translation-spoken-dialects/}, blog = {/publications/2017/07/01/synthetic-spoken-data-for-neural-machine-translation/} }
