Research output per year
Research output per year
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Dive into the research topics where Abel Diaz Berenguer is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Context-aware human trajectories prediction via latent variational model
Diaz Berenguer, A., Alioscha-Perez, M., Oveneke, M. C. & Sahli, H., 5 May 2021, In : IEEE Transactions on Circuits and Systems for Video Technology. 31, 5, p. 1876-1889 14 p., 9160982.Research output: Contribution to journal › Article
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Learning to predict human behavior in crowded scenes
Diaz Berenguer, A., 2021, (Unpublished)Research output: Thesis › PhD Thesis
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Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging
Berenguer, A. D., Sahli, H., Joukovsky, B., Kvasnytsia, M., Dirks, I., Alioscha-Perez, M., Deligiannis, N., Gonidakis, P., Sánchez, S. A., Brahimetaj, R., Papavasileiou, E., Chana, J. C-W., Li, F., Song, S., Yang, Y., Tilborghs, S., Willems, S., Eelbode, T., Bertels, J., Vandermeulen, D. & 20 others, , 2 Dec 2020, In : ArXiv.org. 2020, 20 p.Research output: Contribution to journal › Article
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Neural Architecture Search under black-box objectives with deep reinforcement learning and increasingly-sparse rewards
Alioscha-Perez, M., Diaz Berenguer, A., Pei, E., Oveneke, M. C. & Sahli, H., 21 Feb 2020, International Conference on Artificial Intelligence in Information and Communication (ICAIIC). IEEE, p. 276-281 6 p. 9065031Research output: Chapter in Book/Report/Conference proceeding › Conference paper
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End-to-end Anomaly Detection, Correction and Prediction of Missing Values in Historical Daily Temperature Timeseries
Alioscha-Perez, M., Oveneke, M. C., Diaz Berenguer, A., BERTRAND, C. & Sahli, H., 7 Nov 2019, Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn2019). CEUR Workshop Proceedings, Vol. 2491. p. 1-2 2 p. (CEUR Workshop Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Prizes
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BENELEARN2019 Best Paper Award
Abel Diaz Berenguer (Recipient), Meshia Oveneke (Recipient), Mitchel Alioscha Perez Gonzalez (Recipient) & Hichem Sahli (Recipient), 9 Nov 2019
Prize: Prize (including medals and awards)
Activities
- 2 Talk or presentation at a conference
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Paired supervised learning and unsupervised pretraining of CNN-architecture for violence detection in videos
Abel Diaz Berenguer (Speaker)7 Nov 2019Activity: Talk or presentation › Talk or presentation at a conference
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Automatic Visual Tracking and Social Behavior Analysis for Surveillance
Abel Diaz Berenguer (Speaker)6 Feb 2019Activity: Talk or presentation › Talk or presentation at a conference
Thesis
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LEARNING TO PREDICT HUMAN BEHAVIOR IN CROWDED SCENES
Author: Diaz Berenguer, A., 2 Jul 2021Supervisor: Sahli, H. (Promotor), Stiens, J. (Promotor), Veliz, Y. Z. (External person) (Promotor), Nowe, A. (Jury), Pintelon, R. (Jury), Deligiannis, N. (Jury), Dutoit, T. (External person) (Jury) & Castellanos, A. L. (External person) (Jury)
Student thesis: Doctoral Thesis