Aya Saad
Om
Publikasjoner
2022
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Borgersen, Jonas Nagell;
Saad, Aya;
Stahl, Annette.
(2022)
MOG: a background extraction approach for data augmentation of time-series images in deep learning segmentation.
Proceedings of SPIE, the International Society for Optical Engineering.
volum 12084.
Vitenskapelig artikkel
-
Salvesen, Eivind;
Saad, Aya;
Stahl, Annette.
(2022)
Robust Deep Unsupervised Learning Framework to Discover Unseen Plankton Species.
Proceedings of SPIE, the International Society for Optical Engineering.
volum 12084.
Vitenskapelig artikkel
2021
-
Haug, Martin Lund;
Saad, Aya;
Stahl, Annette.
(2021)
A combined informative and representative active learning approach for plankton taxa labeling.
Proceedings of SPIE, the International Society for Optical Engineering.
volum 11878.
Vitenskapelig artikkel
-
Haug, Martin Lund;
Saad, Aya;
Stahl, Annette.
(2021)
CIRAL: a hybrid active learning framework for plankon taxa labeling.
IFAC-PapersOnLine.
volum 54 (16).
Vitenskapelig artikkel
-
Håkansson, Anne;
Saad, Aya;
Sadanandan Anand, Akhil;
Gjærum, Vilde Benoni;
Robinson, Haakon;
Seel, Katrine.
(2021)
Robust Reasoning for Autonomous Cyber-Physical Systems in Dynamic Environments.
Procedia Computer Science.
volum 192.
Vitenskapelig artikkel
-
Saad, Aya;
Bergum, Sondre Aleksander;
Stahl, Annette.
(2021)
An instance segmentation framework for in-situ plankton taxa assessment.
Proceedings of SPIE, the International Society for Optical Engineering.
volum 11605.
Vitenskapelig artikkel
-
Sadanandan Anand, Akhil;
Seel, Katrine;
Gjærum, Vilde Benoni;
Håkansson, Anne;
Robinson, Haakon;
Saad, Aya.
(2021)
Safe Learning for Control using Control Lyapunov Functions and Control Barrier Functions: A Review.
Procedia Computer Science.
volum 192.
Vitenskapelig artikkel
-
Teigen, Andreas Langeland;
Saad, Aya;
Stahl, Annette;
Mester, Rudolf.
(2021)
Few-Shot Open World Learner.
IFAC-PapersOnLine.
volum 54 (16).
Vitenskapelig artikkel
2020
-
Saad, Aya;
Stahl, Annette;
Våge, Andreas;
Davies, Emlyn John;
Nordam, Tor;
Aberle-Malzahn, Nicole;
Ludvigsen, Martin;
Johnsen, Geir;
Sousa, João;
Rajan, Kanna.
(2020)
Advancing Ocean Observation with an AI-driven Mobile Robotic Explorer.
Oceanography.
volum 33 (3).
Vitenskapelig artikkel
Vitenskapelige artikler
-
Borgersen, Jonas Nagell;
Saad, Aya;
Stahl, Annette.
(2022)
MOG: a background extraction approach for data augmentation of time-series images in deep learning segmentation.
Proceedings of SPIE, the International Society for Optical Engineering.
volum 12084.
Vitenskapelig artikkel
-
Salvesen, Eivind;
Saad, Aya;
Stahl, Annette.
(2022)
Robust Deep Unsupervised Learning Framework to Discover Unseen Plankton Species.
Proceedings of SPIE, the International Society for Optical Engineering.
volum 12084.
Vitenskapelig artikkel
-
Haug, Martin Lund;
Saad, Aya;
Stahl, Annette.
(2021)
A combined informative and representative active learning approach for plankton taxa labeling.
Proceedings of SPIE, the International Society for Optical Engineering.
volum 11878.
Vitenskapelig artikkel
-
Haug, Martin Lund;
Saad, Aya;
Stahl, Annette.
(2021)
CIRAL: a hybrid active learning framework for plankon taxa labeling.
IFAC-PapersOnLine.
volum 54 (16).
Vitenskapelig artikkel
-
Håkansson, Anne;
Saad, Aya;
Sadanandan Anand, Akhil;
Gjærum, Vilde Benoni;
Robinson, Haakon;
Seel, Katrine.
(2021)
Robust Reasoning for Autonomous Cyber-Physical Systems in Dynamic Environments.
Procedia Computer Science.
volum 192.
Vitenskapelig artikkel
-
Saad, Aya;
Bergum, Sondre Aleksander;
Stahl, Annette.
(2021)
An instance segmentation framework for in-situ plankton taxa assessment.
Proceedings of SPIE, the International Society for Optical Engineering.
volum 11605.
Vitenskapelig artikkel
-
Sadanandan Anand, Akhil;
Seel, Katrine;
Gjærum, Vilde Benoni;
Håkansson, Anne;
Robinson, Haakon;
Saad, Aya.
(2021)
Safe Learning for Control using Control Lyapunov Functions and Control Barrier Functions: A Review.
Procedia Computer Science.
volum 192.
Vitenskapelig artikkel
-
Teigen, Andreas Langeland;
Saad, Aya;
Stahl, Annette;
Mester, Rudolf.
(2021)
Few-Shot Open World Learner.
IFAC-PapersOnLine.
volum 54 (16).
Vitenskapelig artikkel
-
Saad, Aya;
Stahl, Annette;
Våge, Andreas;
Davies, Emlyn John;
Nordam, Tor;
Aberle-Malzahn, Nicole;
Ludvigsen, Martin;
Johnsen, Geir;
Sousa, João;
Rajan, Kanna.
(2020)
Advancing Ocean Observation with an AI-driven Mobile Robotic Explorer.
Oceanography.
volum 33 (3).
Vitenskapelig artikkel
Formidling
2020
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PosterAnsari, Sadaf; Saad, Aya; Stahl, Annette; Rajachandran, Madhan. (2020) Vision-based Real-time Zooplankton Detection and Classification using Faster R-CNN. Ocean Sciences Meeting 2020 . AGU, ASLO and TOS; San Diego, CA. 2020-02-16 - 2020-02-21.
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Vitenskapelig foredragBergum, Sondre; Saad, Aya; Stahl, Annette. (2020) Automatic in-situ instance and semantic segmentation of planktonic organisms using Mask R-CNN. Global OCEANS 2020 . IEEE Oceanic Engineering Society & Marine Technology Society; Singapore. 2020-10-05 - 2020-10-14.
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Vitenskapelig foredragOda, Kiese; Saad, Aya; Stahl, Annette. (2020) Towards a Balanced-Labeled-Dataset of Planktons for a Better In-Situ Taxa Identification. Ocean Sciences Meeting 2020 . AGU, ASLO and TOS; San Diego, CA. 2020-02-16 - 2020-02-21.
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PosterSaad, Aya; Davies, Emlyn John; Stahl, Annette. (2020) Recent Advances in Visual Sensing and Machine Learning Techniques for in-situ Plankton-taxa Classification. Ocean Sciences Meeting 2020 . AGU, ASLO and TOS; San Diego, CA. 2020-02-16 - 2020-02-21.
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PosterSalvesen, Eivind; Saad, Aya; Stahl, Annette. (2020) Robust methods of unsupervised clustering to discover new planktonic species in-situ - poster. Global OCEANS 2020 . IEEE Oceanic Engineering Society & Marine Technology Society; Singapore. 2020-10-05 - 2020-10-14.
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Vitenskapelig foredragTeigen, Andreas; Saad, Aya; Stahl, Annette. (2020) Leveraging Similarity Metrics to In-Situ Discover Planktonic Interspecies Variations or Mutations. Global OCEANS 2020 . IEEE Oceanic Engineering Society & Marine Technology Society; Singapore. 2020-10-05 - 2020-10-14.
2019
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PosterSaad, Aya; Stahl, Annette. (2019) AILARON - Autonomous Imaging and Learning Ai RObot identifying plaNkton taxa in-situ. Geilo Winter School 2019: Learning from Data . SINTEF; Geilo. 2019-01-20 - 2019-01-25.