Publications
Regression-based music emotion prediction using triplet neural networks
Cheuk K.W., Luo Y.J., BT B, Roig G., Herremans D., 2020. Proceedings of the International Joint Conference on Neural Networks (IJCNN), https://dorienherremans.com/sites/default/files/2001.09988.pdf
Resolving challenges in deep learning-based analyses of histopathological images using explanation methods
M Hägele, P Seegerer, S Lapuschkin, M Bockmayr, W Samek, F Klauschen, KR Müller, A Binder, Nature Scientific Reports, 1, 1-12, https://www.nature.com/articles/s41598-020-62724-2
Retrofitting Embeddings for Unsupervised User Identity Linkage
Tao ZHOU, Ee-peng LIM, Roy Ka-Wei LEE, Feida ZHU, and Jiuxin CAO, 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD’20)
Right-of-Stake: Deterministic and Fair Blockchain Leader Election with Hidden Leader
Teik-Guan Tan, Vishal Sharma, and Jianying Zhou, 2020 IEEE International Conference on Blockchain and Cryptocurrency (IEEE ICBC’20).
SafetyNet: Interference Protection via Transparent PHY Layer Coding
Zhimeng Yin, Ruofeng Liu and Wenchao Jiang, Song Min Kim, and Tian He, Proceedings of the 2020 IEEE International Conference on Distributed Computing Systems (ICDCS’20)
Securing Bring-Your-Own-Device (BYOD) Programming Exams
O. Kurniawan, N.T.S. Lee, and C.M. Poskitt, In Proc. ACM Technical Symposium on Computer Science Education (SIGCSE 2020). ACM, 2020., https://arxiv.org/abs/2001.03942
SideInfNet: A Deep Neural Network for Semi-Automatic Semantic Segmentation with Side Information
JY Koh, DT Nguyen, QT Truong, SK Yeung, A Binder., ECCV 2020, https://link.springer.com/chapter/10.1007%2F978-3-030-58586-0_7
Simple and Effective Prevention of Mode Collapse in Deep One-Class Classification
P Chong, L Ruff, M Kloft, A Binder, IJCNN 2020, https://ieeexplore.ieee.org/document/9207209
Singing voice conversion with disentangled representations of singer and vocal technique using variational autoencoders
Luo Y.J., Hsu C.-C., Agres K., Herremans D., 2020. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)., https://dorienherremans.com/sites/default/files/1912.02613_0.pdf
SmartOTPs: An air-gapped 2-factor authentication for smart-contract wallets
I Homoliak, D Breitenbacher, O Hujnak, P Hartel, A Binder, P Szalachowski, Proceedings of the 2nd ACM Conference on Advances in Financial Technologies, https://dl.acm.org/doi/abs/10.1145/3419614.3423257