% BibTeX entries for the selected publications of Pascal Sager
% https://sagerpascal.github.io — generated from _data/publications.yml

@article{sager_cooperative_2026,
  title   = {The {Cooperative} {Network} {Architecture}: {Learning} {Structured} {Networks} as {Representation} of {Sensory} {Patterns}},
  volume  = {38},
  issn    = {0899-7667, 1530-888X},
  url     = {https://direct.mit.edu/neco/article/38/4/538/135632/The-Cooperative-Network-Architecture-Learning},
  doi     = {10.1162/NECO.a.1505},
  number  = {4},
  journal = {Neural Computation},
  author  = {Sager, Pascal J. and Deriu, Jan M. and Grewe, Benjamin F. and Stadelmann, Thilo and Malsburg, Christoph Von Der},
  month   = mar,
  year    = {2026},
  pages   = {538--572},
}

@article{sager_comprehensive_2026,
  title   = {A {Comprehensive} {Survey} of {Agents} for {Computer} {Use}: {Foundations}, {Challenges}, and {Future} {Directions}},
  volume  = {85},
  issn    = {1076-9757},
  url     = {https://www.jair.org/index.php/jair/article/view/19490},
  doi     = {10.1613/jair.1.19490},
  journal = {Journal of Artificial Intelligence Research},
  author  = {Sager, Pascal J. and Meyer, Benjamin and Yan, Peng and Von Wartburg-Kottler, Rebekka and Etaiwi, Layan and Enayati, Aref and Nobel, Gabriel and Abdulkadir, Ahmed and Grewe, Benjamin F. and Stadelmann, Thilo},
  month   = mar,
  year    = {2026},
}

@misc{taoudi-benchekroun_cogitao_2026,
  title  = {{COGITAO}: {A} {Procedural} {Object}-{Centric} {Framework} to {Study} {Compositional} {Generalization}},
  url    = {https://openreview.net/forum?id=4XBaqkreEP},
  author = {Taoudi-Benchekroun, Yassine and Troyan, Klim and Sager, Pascal Josef and Gerber, Stefan and Tuggener, Lukas and Stadelmann, Thilo and Grewe, Benjamin F.},
  year   = {2026},
}

@inproceedings{saponati_underlying_2025,
  title     = {The underlying structures of self-attention: symmetry, directionality, and emergent dynamics in {Transformer} training},
  url       = {https://openreview.net/forum?id=gpizm0I3lp},
  booktitle = {Forty-second {International} {Conference} on {Machine} {Learning}},
  author    = {Saponati, Matteo and Sager, Pascal Josef and Aceituno, Pau Vilimelis and Stadelmann, Thilo and Grewe, Benjamin F.},
  year      = {2025},
}

@inproceedings{meyer_hounsfield_2025,
  address   = {Zürich, Switzerland},
  title     = {Hounsfield {Unit} {Ranges} as {Inductive} {Bias} for {Intra}-{Clinical} {Learning} of {Data}-{Efficient} {CT} {Segmentation} {Models}},
  isbn      = {979-8-3315-9467-1},
  url       = {https://ieeexplore.ieee.org/document/11081481/},
  doi       = {10.1109/SDS66131.2025.00008},
  booktitle = {2025 {IEEE} {Swiss} {Conference} on {Data} {Science} ({SDS})},
  publisher = {IEEE},
  author    = {Meyer, Benjamin and Sager, Pascal J. and Abdulkadir, Ahmed and Grewe, Benjamin F. and Schuetz, Philipp and Stadelmann, Thilo and Burn, Felice},
  month     = jun,
  year      = {2025},
  pages     = {1--7},
}

@inproceedings{sager_deep_2025,
  title     = {Deep {Retrieval} at {CheckThat}! 2025: {Identifying} {Scientific} {Papers} from {Implicit} {Social} {Media} {Mentions} via {Hybrid} {Retrieval} and {Re}-{Ranking}},
  url       = {https://ceur-ws.org/Vol-4038/paper_89.pdf},
  booktitle = {Working {Notes} of the {Conference} and {Labs} of the {Evaluation} {Forum} ({CLEF} 2025)},
  address   = {Madrid, Spain},
  author    = {Sager, Pascal J. and Kamaraj, Ashwini and Grewe, Benjamin F. and Stadelmann, Thilo},
  month     = sep,
  year      = {2025},
  pages     = {1141--1155},
}

@article{tuggener_so_2024,
  title     = {So you want your private {LLM} at home? : a survey and benchmark of methods for efficient {GPTs}},
  shorttitle = {So you want your private {LLM} at home?},
  url       = {https://digitalcollection.zhaw.ch/handle/11475/30279},
  doi       = {10.21256/ZHAW-30279},
  publisher = {ZHAW Zürcher Hochschule für Angewandte Wissenschaften},
  author    = {Tuggener, Lukas and Sager, Pascal and Taoudi-Benchekroun, Yassine and Grewe, Benjamin F. and Stadelmann, Thilo},
  month     = may,
  year      = {2024},
}

@article{tuggener_real_2024,
  title   = {Real {World} {Music} {Object} {Recognition}},
  volume  = {7},
  issn    = {2514-3298},
  url     = {https://transactions.ismir.net/articles/10.5334/tismir.157/},
  doi     = {10.5334/tismir.157},
  number  = {1},
  journal = {Transactions of the International Society for Music Information Retrieval},
  author  = {Tuggener, Lukas and Emberger, Raphael and Ghosh, Adhiraj and Sager, Pascal and Satyawan, Yvan Putra and Montoya, Javier and Goldschagg, Simon and Seibold, Florian and Gut, Urs and Ackermann, Philipp and Schmidhuber, Jürgen and Stadelmann, Thilo},
  month   = jan,
  year    = {2024},
  pages   = {1--14},
}

@article{etaiwi_consensus_2024,
  title   = {Consensus task interaction trace recommender to guide developers’ software navigation},
  volume  = {29},
  issn    = {1382-3256, 1573-7616},
  url     = {https://link.springer.com/10.1007/s10664-024-10528-7},
  doi     = {10.1007/s10664-024-10528-7},
  number  = {6},
  journal = {Empirical Software Engineering},
  author  = {Etaiwi, Layan and Sager, Pascal and Guéhéneuc, Yann-Gaël and Hamel, Sylvie},
  month   = nov,
  year    = {2024},
  pages   = {147},
}

@article{sager_unsupervised_2022,
  title   = {Unsupervised {Domain} {Adaptation} for {Vertebrae} {Detection} and {Identification} in {3D} {CT} {Volumes} {Using} a {Domain} {Sanity} {Loss}},
  volume  = {8},
  issn    = {2313-433X},
  url     = {https://www.mdpi.com/2313-433X/8/8/222},
  doi     = {10.3390/jimaging8080222},
  number  = {8},
  journal = {Journal of Imaging},
  author  = {Sager, Pascal and Salzmann, Sebastian and Burn, Felice and Stadelmann, Thilo},
  month   = aug,
  year    = {2022},
  pages   = {222},
}

@inproceedings{simmler_survey_2021,
  address   = {Lucerne, Switzerland},
  title     = {A {Survey} of {Un}-, {Weakly}-, and {Semi}-{Supervised} {Learning} {Methods} for {Noisy}, {Missing} and {Partial} {Labels} in {Industrial} {Vision} {Applications}},
  isbn      = {978-1-6654-3874-2},
  url       = {https://ieeexplore.ieee.org/document/9474624/},
  doi       = {10.1109/SDS51136.2021.00012},
  booktitle = {2021 8th {Swiss} {Conference} on {Data} {Science} ({SDS})},
  publisher = {IEEE},
  author    = {Simmler, Niclas and Sager, Pascal and Andermatt, Philipp and Chavarriaga, Ricardo and Schilling, Frank-Peter and Rosenthal, Matthias and Stadelmann, Thilo},
  month     = jun,
  year      = {2021},
  pages     = {26--31},
}