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Maregu Assefa
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Classification of road traffic accident data using machine learning algorithms
B Kumeda, F Zhang, F Zhou, S Hussain, A Almasri, M Assefa
2019 IEEE 11th international conference on communication software and …, 2019
582019
Vehicle accident and traffic classification using deep convolutional neural networks
B Kumeda, Z Fengli, A Oluwasanmi, F Owusu, M ASSEFA, T AMENU
2019 16th International Computer Conference on Wavelet Active Media …, 2019
222019
Self-supervised scene-debiasing for video representation learning via background patching
M Assefa, W Jiang, K Gedamu, G Yilma, B Kumeda, M Ayalew
IEEE Transactions on Multimedia 25, 5500-5515, 2022
132022
Attention augmented residual network for tomato disease detection andclassification
GY ABAWATEW, S Belay, K Gedamu, M Assefa, M Ayalew, ...
Turkish Journal of Electrical Engineering and Computer Sciences 29 (8), 2869 …, 2021
132021
Spatial-temporal attentive motion planning network for autonomous vehicles
M Ayalew, S Zhou, M Assefa, G Yilma
2021 18th International Computer Conference on Wavelet Active Media …, 2021
92021
Spatio-temporal dual-attention network for view-invariant human action recognition
K Gedamu, G Yilma, M Assefa, M Ayalew
Fourteenth International Conference on Digital Image Processing (ICDIP 2022 …, 2022
72022
Self-supervised multi-label transformation prediction for video representation learning
M Assefa, W Jiang, G Yilma, B Kumeda, M Ayalew, M Seid
Journal of Circuits, Systems and Computers 31 (09), 2250159, 2022
62022
Actor-aware self-supervised learning for semi-supervised video representation learning
M Assefa, W Jiang, KG Alemu, G Yilma, D Adhikari, M Ayalew, AM Seid, ...
IEEE Transactions on Circuits and Systems for Video Technology 33 (11), 6679 …, 2023
42023
Generation and Transformation Invariant Learning for Tomato Disease Classification
G Yilma, K Gedamu, M Assefa, A Oluwasanmi, Z Qin
2021 IEEE 2nd International Conference on Pattern Recognition and Machine …, 2021
32021
Dual-attention network for view-invariant action recognition
GA Kumie, MA Habtie, TA Ayall, C Zhou, H Liu, AM Seid, A Erbad
Complex & Intelligent Systems 10 (1), 305-321, 2024
22024
A lightweight window portion-based multiple imputation for extreme missing gaps in iot systems
D Adhikari, W Jiang, J Zhan, M Assefa, HA Khorshidi, U Aickelin, ...
IEEE Internet of Things Journal, 2023
22023
Audio-visual contrastive and consistency learning for semi-supervised action recognition
M Assefa, W Jiang, J Zhan, K Gedamu, G Yilma, M Ayalew, D Adhikari
IEEE Transactions on Multimedia, 2023
22023
Actor-aware contrastive learning for semi-supervised action recognition
M Assefa, W Jiang, K Gedamu, G Yilma, M Ayalew, M Seid
2022 IEEE 34th International Conference on Tools with Artificial …, 2022
22022
Data Analytics and Machine Learning for Reliable Energy Management: A Case Study
M Ayenew, H Lei, X Li, K Kekeba, M Assefa, AT Tegene, SB Muhammed, ...
2022 19th International Computer Conference on Wavelet Active Media …, 2022
12022
Attention augmented convolutional neural network for fine-grained plant disease classification and visualization using stochastic sample transformations
G Yilma, Z Qin, M Assefa, G Alemu, M Ayalew
Proceedings of the 5th International Conference on Advances in Image …, 2021
12021
Class similarity weighted knowledge distillation for few shot incremental learning
F Akmel, F Meng, Q Wu, S Chen, R Zhang, M Assefa
Neurocomputing 584, 127587, 2024
2024
Self-Supervised Representation Learning for Motion Control of Autonomous Vehicles
M Ayalew, S Zhou, M Assefa, K Gedamu, G Yilma
2022 19th International Computer Conference on Wavelet Active Media …, 2022
2022
Cares-Unet: Contour-Guided Attention-Based Res-Unet for Opticdisc and Optic Cup Segmentation
TGT Tohye, Z Qin, NW Hundera, M Assefa, HL Leka, P Atandoh
Available at SSRN 4632172, 0
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Artículos 1–18