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Bruno Degardin
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Iterative weak/self-supervised classification framework for abnormal events detection
B Degardin, H Proença
Pattern Recognition Letters 145, 50-57, 2021
272021
Generative Adversarial Graph Convolutional Networks for Human Action Synthesis
B Degardin, J Neves, V Lopes, J Brito, E Yaghoubi, H Proença
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022
232022
Human Activity Analysis: Iterative Weak/Self-Supervised Learning Frameworks for Detecting Abnormal Events
B Degardin, H Proença
2020 IEEE International Joint Conference on Biometrics (IJCB), 1-7, 2020
222020
Efficient Guided Evolution for Neural Architecture Search
V Lopes, M Santos, B Degardin, LA Alexandre
The Genetic and Evolutionary Computation Conference (GECCO 2022), 2022
192022
Human Behavior Analysis: A Survey on Action Recognition
B Degardin, H Proença
Applied Sciences 11 (18), 8324, 2021
142021
You look so different! Haven’t I seen you a long time ago?
E Yaghoubi, D Borza, B Degardin, H Proença
Image and Vision Computing 115, 104288, 2021
102021
REGINA-Reasoning Graph Convolutional Networks in Human Action Recognition
B Degardin, V Lopes, H Proença
IEEE Transactions on Information Forensics and Security, 2021
92021
Weakly and Partially Supervised Learning Frameworks for Anomaly Detection
B Degardin
M.Sc. Thesis, 2020
92020
Are Neural Architecture Search Benchmarks Well Designed? A Deeper Look Into Operation Importance
V Lopes, B Degardin, LA Alexandre
Elsevier Information Sciences, 2023
42023
ATOM: Self-supervised human action recognition using atomic motion representation learning
B Degardin, V Lopes, H Proença
Image and Vision Computing 137, 104750, 2023
22023
Guided evolutionary Neural Architecture Search with efficient performance estimation
V Lopes, M Santos, B Degardin, LA Alexandre
Neurocomputing, 127509, 2024
12024
Fake It Till You Recognize It: Quality Assessment for Human Action Generative Models
B Degardin, V Lopes, H Proença
IEEE Transactions on Biometrics, Behavior, and Identity Science, 2024
2024
Guided Evolution for Neural Architecture Search
V Lopes, M Santos, B Degardin, LA Alexandre
Advances in Neural Information Processing Systems 35 - New In ML, 2021
2021
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