Publications
SideInfNet: A Deep Neural Network for Semi-Automatic Semantic Segmentation with Side Information
JY Koh, DT Nguyen, QT Truong, SK Yeung, A Binder., 2020, 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, 2020, 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, 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, 2020, Proceedings of the 2nd ACM Conference on Advances in Financial Technologies, https://dl.acm.org/doi/abs/10.1145/3419614.3423257
Teacher-Student Networks with Multiple Decoders for Solving Math Word Problem
Jipeng ZHANG, Roy Ka-Wei LEE, Lei WANG, Wei QIN, Qiangru SUN, Jie SHAO, and Ee-Peng LIM, 2020, 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI’20).
The best of both worlds: A general architecture for data management in blockchain-enabled Internet-of-Things
Zehui Xiong, Yang Zhang, Nguyen Cong Luong, Dusit Niyato, Ping Wang, and Nadra Guizani, 2020, IEEE Network, vol. 34, no. 1, pp. 166-173, 2020, vol. 34, 166-173
The impact of Audio input representations on neural network based music transcription
Cheuk K.W., Agres K., Herremans D., 2020, 2020. Proceedings of the International Joint Conference on Neural Networks (IJCNN)., https://dorienherremans.com/sites/default/files/2001.09989.pdf
Towards best practice in explaining neural network decisions with LRP
M Kohlbrenner, A Bauer, S Nakajima, A Binder, W Samek, S Lapuschkin, 2020, International Joint Conference on Neural Networks (IJCNN), 1-7, https://ieeexplore.ieee.org/document/9206975
Towards Concurrent Stateful Stream Processing on Multicore Processors
Shuhao Zhang, Yingjun Wu, Feng Zhang, Bingsheng He, 2020, IEEE ICDE 2020
Understanding Image Captioning Models beyond Visualizing Attention
J Sun, S Lapuschkin, W Samek, A Binder, 2020, arXiv preprint, arXiv, 2001.01037, https://arxiv.org/pdf/2001.01037