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Active learning algorithms applied to natural language processing (2019-2021)
Active learning algorithms applied to natural language processing (2019-2021)
Papers published
José Reinaldo Cunha Santos A. V. Silva Neto, and Thiago de Paulo Faleiros, "Deep active-self learning applied to named entity recognition," in Intelligent systems (BRACIS), Springer International Publishing, Online (Nov. 2021) [Link]
José Reinaldo Cunha Santos A. V. Silva Neto, and Thiago de Paulo Faleiros, "Investigation of deep active self-learning algorithms applied to named entity recognition," in Intelligent systems (BRACIS), Springer International Publishing, Online (Sep. 2023) [Link]
Key words
Active-self learning algorithms
Sequence tagging tasks (e.g., named entity recognition, pos-tagging, supervised text segmentation)
Computational photography (2021-current)
Computational photography (2021-current)
Papers published
José Reinaldo Cunha Santos A. V. Silva Neto, Tomoya Nakamura, Yasushi Makihara, Yasushi Yagi, “Extended Depth-of-Field Lensless Imaging using an Optimized Radial Mask,” IEEE Transactions on Computational Imaging, Sep. 2023. [Link]
José Reinaldo Cunha Santos A. V. Silva Neto, Hodaka Kawachi, Yasushi Yagi, and Tomoya Nakamura, "Self-supervised neural reconstructions for lensless imaging," Optical Review, 2025. [Link]
José Reinaldo Cunha Santos A. V. Silva Neto, Hodaka Kawachi, Yasushi Yagi, and Tomoya Nakamura, "Towards all-in-focus lensless imaging with full-aperture radial masks," Optics Express, 2025. (Accepted but not published)
Key words
Lensless imaging
All-in-focus imaging
Optics optimization
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