A Family of LLMs Liberated from Static Vocabularies.

Ahmed Hammam

Adnen Abdessaied Artur Baranowski Lukas Balles Michael Barlow Fabien C. Y. Benureau Felix Berkenkamp Lukas Bluebaum Bastian Boll Thomas F. Burns Björn Deiseroth Constantin Eichenberg David Friede Pablo Iyu Guerrero Ahmed Hammam Bastian Harren Johann Higl Yasser Jadidi Carina Kauf Johannes Messner Jan Hendrik Metzen Max Meuer Vedant Nanda Pit Neitemeier Koen Oostermeijer Letitia Parcalabescu Markus Pernpointner Felix Reinfurt Dylan Rodriquez Grégory Schott Philipp Siedler Martin Simonovsky Till Speicher Volker Stampa Stephan Wäldchen Samuel Weinbach Gregor Ziegltrum A Family of LLMs Liberated from Static Vocabularies. 2026 March abs/2603.15953 CoRR https://doi.org/10.48550/arXiv.2603.15953 db/journals/corr/corr2603.html#abs-2603-15953 streams/journals/corr

Jan Roßbach Oliver De Candido Ahmed Hammam Michael Leuschel Evaluating AI-Based Components in Autonomous Railway Systems - A Methodology. 190-203 2024 KI https://doi.org/10.1007/978-3-031-70893-0_14 conf/ki/2024 db/conf/ki/ki2024.html#RossbachCHL24 streams/conf/ki

David A. Wood 0004 Emily Guilhem Sina Kafiabadi Ayisha Al Busaidi Kishan Dissanayake Ahmed Hammam Nina Mansoor Matthew Townend Siddharth Agarwal Yiran Wei Asif Mazumder Gareth J. Barker Peter Sasieni Sébastien Ourselin James H. Cole Thomas C. Booth A self-supervised text-vision framework for automated brain abnormality detection. 2024 abs/2405.02782 CoRR https://doi.org/10.48550/arXiv.2405.02782 db/journals/corr/corr2405.html#abs-2405-02782

Felix Assion Florens Greßner Nitin Augustine Jona Klemenc Ahmed Hammam Alexandre Krattinger Holger Trittenbach Sascha Riemer A-BDD: Leveraging Data Augmentations for Safe Autonomous Driving in Adverse Weather and Lighting. 2024 abs/2408.06071 CoRR https://doi.org/10.48550/arXiv.2408.06071 db/journals/corr/corr2408.html#abs-2408-06071 streams/journals/corr

Ahmed Hammam Bharathwaj Krishnaswami Sreedhar Nura Kawa Tim Patzelt Oliver De Candido Structuring a Training Strategy to Robustify Perception Models with Realistic Image Augmentations. 2024 abs/2408.17311 CoRR https://doi.org/10.48550/arXiv.2408.17311 db/journals/corr/corr2408.html#abs-2408-17311 streams/journals/corr

Ahmed Hammam Frank Bonarens Seyed Eghbal Ghobadi Christoph Stiller Identifying Out-of-Domain Objects with Dirichlet Deep Neural Networks. 4562-4571 2023 ICCV (Workshops) https://doi.org/10.1109/ICCVW60793.2023.00490 conf/iccvw/2023 db/conf/iccvw/iccvw2023.html#HammamBGS23 Ahmed Hammam Frank Bonarens Seyed Eghbal Ghobadi Christoph Stiller Predictive Uncertainty Quantification of Deep Neural Networks using Dirichlet Distributions. 4:1-4:10 2022 CSCS https://doi.org/10.1145/3568160.3570233 conf/cscs2/2022 db/conf/cscs2/cscs2022.html#HammamBGS22 Ahmed Hammam Frank Bonarens Seyed Eghbal Ghobadi Christoph Stiller Towards Improved Intermediate Layer Variational Inference for Uncertainty Estimation. 526-542 2022 ECCV Workshops (5) https://doi.org/10.1007/978-3-031-25072-9_36 conf/eccv/2022-w5 db/conf/eccv/eccv2022-w5.html#HammamBGS22 Ahmed Hammam Seyed Eghbal Ghobadi Frank Bonarens Christoph Stiller Real-time Uncertainty Estimation Based On Intermediate Layer Variational Inference. 3:1-3:9 2021 CSCS https://doi.org/10.1145/3488904.3493381 conf/cscs2/2021 db/conf/cscs2/cscs2021.html#HammamGBS21

Sebastian Houben Stephanie Abrecht Maram Akila Andreas Bär Felix Brockherde Patrick Feifel Tim Fingscheidt Sujan Sai Gannamaneni Seyed Eghbal Ghobadi Ahmed Hammam Anselm Haselhoff Felix Hauser Christian Heinzemann Marco Hoffmann Nikhil Kapoor Falk Kappel Marvin Klingner Jan Kronenberger Fabian Küppers Jonas Löhdefink Michael Mlynarski Michael Mock Firas Mualla Svetlana Pavlitskaya Maximilian Poretschkin Alexander Pohl Varun Ravi Kumar Julia Rosenzweig Matthias Rottmann Stefan Rüping 0001 Timo Sämann Jan David Schneider Elena Schulz Gesina Schwalbe Joachim Sicking Toshika Srivastava Serin Varghese Michael Weber 0009 Sebastian Wirkert Tim Wirtz Matthias Woehrle Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety. 2021 abs/2104.14235 CoRR https://arxiv.org/abs/2104.14235 db/journals/corr/corr2104.html#abs-2104-14235

Mostafa Ayman Youssef Salem Ahmed Hammam El-Sayed Imam Morgan Multi-Sensor Fusion for the Localization of a Small Vehicle in Outdoor Urban Driving Scenario. 1-6 2019 ICVES https://doi.org/10.1109/ICVES.2019.8906480 conf/icves/2019 db/conf/icves/icves2019.html#AymanSHM19 Mostafa Osman Ricardo Alonso Ahmed Hammam Francisco Miguel Moreno Abdulla Al-Kaff Ahmed Hussein 0003 Multisensor Fusion Localization using Extended H∞Filter using Pre-filtered Sensors Measurements. 1139-1144 2019 IV https://doi.org/10.1109/IVS.2019.8814234 conf/ivs/2019 db/conf/ivs/ivs2019.html#OsmanAHMAH19 Ahmed Hammam Mohamed A. Abdelhady Omar M. Shehata Elsayed I. Morgan Learning A Recurrent Neural Network for State Estimation using Filtered Sensory Data. 1448-1453 2019 IV https://doi.org/10.1109/IVS.2019.8814019 conf/ivs/2019 db/conf/ivs/ivs2019.html#HammamASM19 Mayar Tarek Ahmed Moataz Mennat-allah Khaled Ahmed Hammam Omar M. Shehata Elsayed I. Morgan Multisensor Filtration and Fusion on a Three-Layer Architecture. 1-6 2018 ICVES https://doi.org/10.1109/ICVES.2018.8519590 conf/icves/2018 db/conf/icves/icves2018.html#TarekMKHSM18 Ahmed Hammam Samah Senbel A Reputation Trust Management System for Ad-Hoc Mobile Clouds. 519-539 2014 Bio-inspiring Cyber Security and Cloud Services https://doi.org/10.1007/978-3-662-43616-5_20 series/isrl/70 db/series/isrl/isrl70.html#HammamS14 Ahmed Hammam Samah Senbel Towards Trusted Mobile Ad-Hoc Clouds. 75-81 2013 ICCTA https://doi.org/10.1109/ICCTA32607.2013.9529882 conf/iccta/2013 db/conf/iccta/iccta2013.html#HammamS13 Mohamed A. Abdelhady Adnen Abdessaied Stephanie Abrecht Siddharth Agarwal Maram Akila Abdulla Al-Kaff Ricardo Alonso Felix Assion Nitin Augustine Mostafa Ayman Lukas Balles Andreas Bär Artur Baranowski Gareth J. Barker Michael Barlow Fabien C. Y. Benureau Felix Berkenkamp Lukas Bluebaum Bastian Boll Frank Bonarens Thomas C. Booth Felix Brockherde Thomas F. Burns Aisha Al BusaidiAyisha Al Busaidi Oliver De Candido James H. Cole Björn Deiseroth Kishan Dissanayake Constantin Eichenberg Patrick Feifel Tim Fingscheidt David Friede Sujan Sai Gannamaneni Seyed Eghbal Ghobadi Florens Greßner Pablo Iyu Guerrero Emily Guilhem Elena HaedeckeElena Schulz Bastian Harren Anselm Haselhoff Felix Hauser Christian Heinzemann Johann Higl Marco Hoffmann Sebastian Houben Ahmed Hussein 0003 Yasser Jadidi Sina Kafiabadi Nikhil Kapoor Falk Kappel Carina Kauf Nura Kawa Mennat-allah Khaled Jona Klemenc Marvin Klingner Alexandre Krattinger Jan Kronenberger Varun Ravi Kumar Fabian Küppers Michael Leuschel Jonas Löhdefink Nina Mansoor Asif Mazumder Johannes Messner Jan Hendrik Metzen Max Meuer Michael Mlynarski Ahmed Moataz Michael Mock Francisco Miguel Moreno Elsayed I. MorganEl-Sayed Imam Morgan Firas Mualla Vedant Nanda Pit Neitemeier Koen Oostermeijer Mostafa Osman Sébastien Ourselin Letitia Parcalabescu Tim Patzelt Svetlana PavlitskaSvetlana Pavlitskaya Markus Pernpointner Alexander Pohl Maximilian Poretschkin Felix Reinfurt Sascha Riemer Dylan Rodriquez Julia Rosenzweig Jan Roßbach Matthias Rottmann Stefan Rüping 0001 Youssef Salem Timo Sämann Peter Sasieni Jan David Schneider Grégory Schott Gesina Schwalbe Samah Senbel Omar M. Shehata Joachim Sicking Philipp Siedler Martin Simonovsky Till Speicher Bharathwaj Krishnaswami Sreedhar Toshika Srivastava Volker Stampa Christoph Stiller Mayar Tarek Matthew Townend Holger Trittenbach Serin Varghese Stephan Wäldchen Michael Weber 0009 Yiran Wei Samuel Weinbach Sebastian Wirkert Tim Wirtz Matthias Woehrle David A. Wood 0004 Gregor Ziegltrum