- Smedemark-Margulies, N., Wang, Y., Koike-Akino, T., Erdogmus, D., "AutoTransfer: Subject Transfer Learning with Censored Representations on Biosignals Data", arXiv, December 2021.
BibTeX arXiv- @article{Smedemark-Margulies2021dec,
- author = {Smedemark-Margulies, Niklas and Wang, Ye and Koike-Akino, Toshiaki and Erdogmus, Deniz},
- title = {AutoTransfer: Subject Transfer Learning with Censored Representations on Biosignals Data},
- journal = {arXiv},
- year = 2021,
- month = dec,
- url = {https://arxiv.org/abs/2112.09796}
- }
- Han, M., Ozdenizci, O., Koike-Akino, T., Wang, Y., Erdogmus, D., "Universal Physiological Representation Learning with Soft-Disentangled Rateless Autoencoders", IEEE Journal of Biomedical and Health Informatics, DOI: 10.1109/JBHI.2021.3062335, Vol. 25, No. 8, pp. 2928-2937, April 2021.
BibTeX TR2021-027 PDF- @article{Han2021apr,
- author = {Han, Mo and Ozdenizci, Ozan and Koike-Akino, Toshiaki and Wang, Ye and Erdogmus, Deniz},
- title = {Universal Physiological Representation Learning with Soft-Disentangled Rateless Autoencoders},
- journal = {IEEE Journal of Biomedical and Health Informatics},
- year = 2021,
- volume = 25,
- number = 8,
- pages = {2928--2937},
- month = apr,
- doi = {10.1109/JBHI.2021.3062335},
- issn = {2168-2208},
- url = {https://www.merl.com/publications/TR2021-027}
- }
- Han, M., Ozdenizci, O., Wang, Y., Koike-Akino, T., Erdogmus, D., "Disentangled Adversarial Autoencoder for Subject-Invariant Physiological Feature Extraction", IEEE Signal Processing Letters, DOI: 10.1109/LSP.2020.3020215, Vol. 27, pp. 1565-1569, September 2020.
BibTeX TR2020-128 PDF- @article{Han2020sep,
- author = {Han, Mo and Ozdenizci, Ozan and Wang, Ye and Koike-Akino, Toshiaki and Erdogmus, Deniz},
- title = {Disentangled Adversarial Autoencoder for Subject-Invariant Physiological Feature Extraction},
- journal = {IEEE Signal Processing Letters},
- year = 2020,
- volume = 27,
- pages = {1565--1569},
- month = sep,
- doi = {10.1109/LSP.2020.3020215},
- issn = {1558-2361},
- url = {https://www.merl.com/publications/TR2020-128}
- }
- Han, M., Ozdenizci, O., Wang, Y., Koike-Akino, T., Erdogmus, D., "Disentangled Adversarial Transfer Learning for Physiological Biosignals", International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), DOI: 10.1109/EMBC44109.2020.9175233, July 2020.
BibTeX TR2020-109 PDF Video Presentation- @inproceedings{Han2020jul,
- author = {Han, Mo and Ozdenizci, Ozan and Wang, Ye and Koike-Akino, Toshiaki and Erdogmus, Deniz},
- title = {Disentangled Adversarial Transfer Learning for Physiological Biosignals},
- booktitle = {International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)},
- year = 2020,
- month = jul,
- publisher = {IEEE},
- doi = {10.1109/EMBC44109.2020.9175233},
- issn = {1558-4615},
- isbn = {978-1-7281-1990-8},
- url = {https://www.merl.com/publications/TR2020-109}
- }
- Demir, A., Koike-Akino, T., Wang, Y., Erdogmus, D., "AutoBayes: Automated Inference via Bayesian Graph Exploration for Nuisance-Robust Biosignal Analysis", arXiv, July 2020.
BibTeX arXiv- @article{Demir2020jul,
- author = {Demir, Andac and Koike-Akino, Toshiaki and Wang, Ye and Erdogmus, Deniz},
- title = {AutoBayes: Automated Inference via Bayesian Graph Exploration for Nuisance-Robust Biosignal Analysis},
- journal = {arXiv},
- year = 2020,
- month = jul,
- url = {https://arxiv.org/abs/2007.01255}
- }