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Machine Learning Research that Matters for Music Creation: A Case Study
Sturm B., Ben-Tal O., Monaghan U., Collins N., Herremans D., Chew E., Hadjeres G., Deruty E., Pachet F, 2019, Journal of New Music Research, 48(1), 36-55, http://dorienherremans.com/sites/default/files/concert_paper_preprint.pdf
Massive Wireless Random Access with Successive Decoding: Delay Analysis and Optimization
Z. Chen, Q. Yao, H. Yang, and T. Q. S. Quek, 2019, IEEE Trans. Commun, vol. 67, no. 1, 457–471
Mobility-on-Demand using Autonomous Vehicles: Systems, Solutions and Challenges
M. Meghjani, H. Guo, Z. Meng, S. Hao, F. Mengdan, W. K. Leong, K. Chaudhary, M. H. Ang Jr, D. Rus, 2019, “Mobility-on-Demand using Autonomous Vehicles: Systems, Solutions and Challenges”, Cooperative Intelligent Transport Systems: Towards High-Level Automated Driving, The Institution of Engineering and Technology (IET)
Modeling Marked Temporal Point Process Using Multi-relation Structure RNN
Hongyun Cai, Thanh Tung Nguyen, Yan Li, Vincent W. Zheng, Binbin Chen, Gao Cong, and Xiaoli Li, 2019, Springer Cognitive Computation
Multimodal Deep Models for Predicting Affective Responses Evoked by Movies
T. Phuong HThi, Herremans D., Roig G., 2019, The 2nd International Workshop on Computer Vision for Physiological Measurement as part of ICCV, Seoul, South Korea, https://arxiv.org/abs/1909.06957
nnAudio: A PyTorch Audio Processing Tool Using 1D Convolution neural networks
Cheuk K.W., Agres K., Herremans D., 2019, The 20th International Society for Music Information Retrieval Conference (ISMIR) – Late Breaking Demo
On-device Scalable Image-based Localization via Prioritized Cascade Search and Fast One-Many RANSAC
Trung Tran, NM Cheung, et al, 2019, “On-device Scalable Image-based Localization via Prioritized Cascade Search and Fast One-Many RANSAC”, IEEE Transactions on Image Processing 2019
Optimizing Resource Allocation in Short Blocklength Regime for Ultra-reliable and Low-latency Communications
C. Sun, C. She, C. Yang, T. Q. S. Quek, Y. Li, and B. Vucetic, 2019, IEEE Trans. Wireless Commun, vol. 18, no. 1, 402–415
PAtt: Physics-based Attestation of Control Systems
Hamid Reza Ghaeini, Matthew Chan, Raad Bahmani, Ferdinand Brasser, Luis Garcia, Jianying Zhou, Ahmad-Reza Sadeghi, Nils Ole Tippenhauer, and Saman Zonouz, 2019, 2019 International Symposium on Research in Attacks, Intrusions and Defenses (RAID’19)
Predicting At-Risk Students For An Introductory Programming Course: A pilot study
N.T.S. Lee, O. Kurniawan, 2019, Y. W. Chew, K. M. Chan, and A. Alphonso (Eds.), Personalised Learning. Diverse Goals. One Heart. ASCILITE 2019 Singapore (pp.178-185), Y. W. Chew, K. M. Chan, and A. Alphonso (Eds.), Personalised Learning. Diverse Goals. One Heart. ASCILITE 2019 Singapore (pp.178-185)