@article{dey2026alliance,
  title = {{From autonomy to alliance: Robotic foundation models must learn with us, not just for us}},
  author = {Sharmita Dey and Robert Riener and Strahinja Dosen and Stefano V. Albrecht},
  year = {2026},
  journal = {Science Robotics},
  volume = {11},
  number = {113},
  pages = {eaea1822},
  doi = {10.1126/scirobotics.aea1822},
  url = {https://doi.org/10.1126/scirobotics.aea1822}
}

@article{dey2025prospective,
  title = {{Continual Learning from Simulated Interactions via Multitask Prospective Rehearsal for Bionic Limb Behavior Modeling}},
  author = {Sharmita Dey and Benjamin Paaßen and Sarath Ravindran Nair and Sabri Boughorbel and Arndt F. Schilling},
  year = {2025},
  journal = {Transactions on Machine Learning Research},
  url = {https://openreview.net/forum?id=Bmy82p2eez}
}

@inproceedings{dey2024remap,
  title = {{ReMAP: Neural Model Reprogramming with Network Inversion and Retrieval-Augmented Mapping for Adaptive Motion Forecasting}},
  author = {Sharmita Dey and Sarath Ravindran Nair},
  year = {2024},
  booktitle = {Advances in Neural Information Processing Systems},
  volume = {37},
  pages = {25195--25227},
  url = {https://proceedings.neurips.cc/paper_files/paper/2024/hash/2cdf71a65e95bf1874212f6e604c64db-Abstract-Conference.html}
}

@article{vogg2025primate,
  title = {{Computer vision for primate behavior analysis in the wild}},
  author = {Richard Vogg and Timo Lüddecke and Jonathan Henrich and Sharmita Dey and Matthias Nuske and Valentin Hassler and Derek Murphy and Julia Fischer and Julia Ostner and Oliver Schülke and Peter M. Kappeler and Claudia Fichtel and Alexander Gail and Stefan Treue and Hansjörg Scherberger and Florentin Wörgötter and Alexander S. Ecker},
  year = {2025},
  journal = {Nature Methods},
  volume = {22},
  pages = {1154--1166},
  doi = {10.1038/s41592-025-02653-y},
  url = {https://www.nature.com/articles/s41592-025-02653-y}
}

@inproceedings{dey2026lambda,
  title = {{LaMbDA: Diffusion-Step Alignment for Learning Robust Cross-Modal Representations in Time Series}},
  author = {Sharmita Dey and Sarath Ravindran Nair},
  year = {2026},
  booktitle = {Structured Data for Health Workshop at ICML},
  url = {https://openreview.net/forum?id=jy2DdtRxvH}
}

@misc{dey2026inductive,
  title = {{On the Role of Inductive Bias in Time-Series Pretraining: A Case Study in Learning Generalizable Representations for Clinical Time Series}},
  author = {Sharmita Dey and Diego Paez-Granados},
  year = {2026},
  eprint = {2605.26194},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.26194}
}

@inproceedings{dey2025pathofm,
  title = {{PathoFM: Toward a Foundation Model for Pathological Gait}},
  author = {Sharmita Dey and Diego Paez-Granados},
  year = {2025},
  booktitle = {NeurIPS Workshop on Learning from Time Series for Health},
  url = {https://openreview.net/forum?id=Hq9Afq7EMk}
}

@inproceedings{dey2022prepare,
  title = {{PrePARE: Predictive Proprioception for Agile Failure Event Detection in Robotic Exploration of Extreme Terrains}},
  author = {Sharmita Dey and David Fan and Robin Schmid and Anushri Dixit and Kyohei Otsu and Thomas Touma and Arndt F. Schilling and Ali-akbar Agha-mohammadi},
  year = {2022},
  booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems},
  pages = {4338--4343},
  doi = {10.1109/IROS47612.2022.9981660},
  url = {https://doi.org/10.1109/IROS47612.2022.9981660}
}