Maregu Assefa

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Multiple Imputation

Incremental Learning

Video Representation

Top Venues

IEEE Trans. Multim.

IEEE Trans. Circuits Syst. Video Technol.

IEEE Internet Things J.

Publications

Feidu Akmel, Fanman Meng, Qingbo Wu, Shuai Chen, Runtong Zhang, Maregu Assefa
Class similarity weighted knowledge distillation for few shot incremental learning. Neurocomputing 584 (2024)
Deepak Adhikari, Wei Jiang, Jinyu Zhan, Maregu Assefa, Hadi Akbarzade Khorshidi, Uwe Aickelin, Danda B. Rawat
A Lightweight-Window-Portion-Based Multiple Imputation for Extreme Missing Gaps in IoT Systems. IEEE Internet Things J. 11 (3) (2024)
Maregu Assefa, Wei Jiang, Jinyu Zhan, Kumie Gedamu, Getinet Yilma, Melese Ayalew, Deepak Adhikari
Audio-Visual Contrastive and Consistency Learning for Semi-Supervised Action Recognition. IEEE Trans. Multim. 26 (2024)
Maregu Assefa, Wei Jiang, Kumie Alemu Gedamu, Getinet Yilma, Deepak Adhikari, Melese Ayalew, Abegaz Mohammed Seid, Aiman Erbad
Actor-Aware Self-Supervised Learning for Semi-Supervised Video Representation Learning. IEEE Trans. Circuits Syst. Video Technol. 33 (11) (2023)
Maregu Assefa, Wei Jiang, Kumie Gedamu, Getinet Yilma, Bulbula Kumeda, Melese Ayalew
Self-Supervised Scene-Debiasing for Video Representation Learning via Background Patching. IEEE Trans. Multim. 25 (2023)
Maregu Assefa, Wei Jiang, Getinet Yilma, Bulbula Kumeda, Melese Ayalew, Mohammed Seid
Self-Supervised Multi-Label Transformation Prediction for Video Representation Learning. J. Circuits Syst. Comput. 31 (9) (2022)
Maregu Assefa, Wei Jiang, Kumie Gedamu, Getinet Yilma, Melese Ayalew, Mohammed Seid
Actor-Aware Contrastive Learning for Semi-Supervised Action Recognition. ICTAI (2022)
Getinet Yilma, Seid Belay, Kumie Gedamu, Maregu Assefa, Melese Ayalew, Ariyo Oluwasanmi, Zhiguang Qin
Attention augmented residual network for tomato disease detection and classification. Turkish J. Electr. Eng. Comput. Sci. 29 (SI-1) (2021)
Getinet Yilma, Zhiguang Qin, Maregu Assefa, Gedamu Alemu, Melese Ayalew
Attention Augmented Convolutional Neural Network for Fine-Grained Plant Disease Classification and Visualization Using Stochastic Sample Transformations. ICAIP (2021)