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Journal Publications

2020

A. Díaz Berenguer, M. Perez Gonzalez, M. Oveneke and H. Sahli, “Context-aware human trajectories prediction via latent variational model,” IEEE Transactions on Circuits and Systems for Video Technology, vol. Early Access, Aug. 2020.

2019

A. Díaz Berenguer, M. Oveneke, H. Khalid, M. Perez Gonzalez, A. Bourdoux and H. Sahli, “GestureVLAD: Combining Unsupervised Features Representation and Spatio-Temporal Aggregation for Doppler-Radar Gesture Recognition,” IEEE Access, vol. 7, pp. 137122-137135, Sep. 2019.

Conference Publications

2020

M. Perez Gonzalez, A. Díaz Berenguer, M. Oveneke and H. Sahli, “Neural Architecture Search under black-box objectives with deep reinforcement learning and increasingly-sparse rewards,” in International Conference on Artificial Intelligence in Information and Communication, IEEE, Feb. 2020.

2019

A. Díaz Berenguer, M. Oveneke, M. Perez Gonzalez and H. Sahli, “Paired supervised learning and unsupervised pretraining of CNN-architecture for violence detection in videos,” in BNAIC 2019, CEUR Workshop Proceedings, Nov. 2019.

M. Perez Gonzalez, M. Oveneke, A. Díaz Berenguer, C. BERTRAND and H. Sahli, “End-to-end Anomaly Detection, Correction and Prediction of Missing Values in Historical Daily Temperature Timeseries,” in Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn2019), CEUR Workshop Proceedings, Nov. 2019.