Publications

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2026
Hung C-Y, Majumder N, Deng H, Renhang L, Ang Y, Herremans D., Wang Z, Poria S..  2026.  Action- and World Model-based Rewards Improve Vision-Language-Action Model Post-Training. NeurIPS workshop: Robot Learning with World Models: Capabilities, Frontiers, and Challenges.
Serra X, Alluri V, Balke S, Bello JPablo, Benetos E, Bogdanov D, Devaney J, Dixon S, Duan Z, Fazekas G et al..  2026.  AI and Music at a Crossroads: The Role of the Music Information Retrieval (MIR) Community in Shaping Trustworthy, Open, and Culturally Inclusive Music‑AI. Transactions of the International Society for Music Information Retrieval.
Serra X, Alluri V, Balke S, Bello JPablo, Benetos E, Bogdanov D, Devaney J, Dixon S, Duan Z, Fazekas G et al..  2026.  AI and Music at a Crossroads: The Role of the Music Information Retrieval (MIR) Community in Shaping Trustworthy, Open, and Culturally Inclusive Music‑AI. Transactions of the International Society for Music Information Retrieval.
Serra X, Alluri V, Balke S, Bello JPablo, Benetos E, Bogdanov D, Devaney J, Dixon S, Duan Z, Fazekas G et al..  2026.  AI and Music at a Crossroads: The Role of the Music Information Retrieval (MIR) Community in Shaping Trustworthy, Open, and Culturally Inclusive Music‑AI. Transactions of the International Society for Music Information Retrieval.
2025
Wickramasinghe S., Das B., Herremans D..  2025.  Smart Timing for Mining: A Deep Learning Framework for Bitcoin Hardware ROI Prediction. PDF icon 2512.05402v1.pdf (908 KB)
2022
Levers O.D, Herremans D., Dipankar A., Blessing L..  2022.  Downscaling using Deep Convolutional Autoencoders, a case study for South East Asia. Egusphere preprint. PDF icon egusphere-2022-234.pdf (8.99 MB)
2021
Agres K., Schaefer R, Volk A, Van Hooren S, Holzapfel A, Bella SDalla, Müller M, de Witte M, Herremans D., Melendez RRamirez et al..  2021.  Music, Computing, and Health: A roadmap for the current and future roles of music technology for healthcare and well-being. Music & Science. PDF icon Preprint for OSF_Agres, Schaefer, Volk, et al. (2021)_Music & Science_watermark.pdf (4.07 MB)
Agres K., Schaefer R, Volk A, Van Hooren S, Holzapfel A, Bella SDalla, Müller M, de Witte M, Herremans D., Melendez RRamirez et al..  2021.  Music, Computing, and Health: A roadmap for the current and future roles of music technology for healthcare and well-being. Music & Science. PDF icon Preprint for OSF_Agres, Schaefer, Volk, et al. (2021)_Music & Science_watermark.pdf (4.07 MB)
2019
Sturm B., Ben-Tal O., Monaghan U., Collins N., Herremans D., Chew E., Hadjeres G., Deruty E., Pachet F..  2019.  Machine Learning Research that Matters for Music Creation: A Case Study. Journal of New Music Research. 48(1):36-55.PDF icon concert_paper_preprint.pdf (1.6 MB)