Attention Augmented Convolutional Neural Network for Fine-Grained Plant Disease Classification and Visualization Using Stochastic Sample Transformations. - Getinet Yilma; Zhiguang Qin; Maregu Assefa; Gedamu Alemu; Melese Ayalew (ICAIP, 2021)

Attention augmented residual network for tomato disease detection and classification. - Getinet Yilma; Seid Belay; Kumie Gedamu; Maregu Assefa; Melese Ayalew; Ariyo Oluwasanmi; Zhiguang Qin (Turkish J. Electr. Eng. Comput. Sci., 2021)

Actor-Aware Contrastive Learning for Semi-Supervised Action Recognition. - Maregu Assefa; Wei Jiang 016; Kumie Gedamu; Getinet Yilma; Melese Ayalew; Mohammed Seid (ICTAI, 2022)

Self-Supervised Multi-Label Transformation Prediction for Video Representation Learning. - Maregu Assefa; Wei Jiang 016; Getinet Yilma; Bulbula Kumeda; Melese Ayalew; Mohammed Seid (J. Circuits Syst. Comput., 2022)

Self-Supervised Scene-Debiasing for Video Representation Learning via Background Patching. - Maregu Assefa; Wei Jiang 016; Kumie Gedamu; Getinet Yilma; Bulbula Kumeda; Melese Ayalew (IEEE Trans. Multim., 2023)

Actor-Aware Self-Supervised Learning for Semi-Supervised Video Representation Learning. - Maregu Assefa; Wei Jiang 016; Kumie Alemu Gedamu; Getinet Yilma; Deepak Adhikari; Melese Ayalew; Abegaz Mohammed Seid; Aiman Erbad (IEEE Trans. Circuits Syst. Video Technol., 2023)

SCAM: Systematic Classification and Analysis of Misinformation. - Iyyakutti Iyappan Ganapathi; Syed Sadaf Ali; Maregu Assefa; Sajid Javed; Naoufel Werghi (BMVC Workshops, 2024)

Class similarity weighted knowledge distillation for few shot incremental learning. - Feidu Akmel; Fanman Meng; Qingbo Wu 001; Shuai Chen; Runtong Zhang; Maregu Assefa (Neurocomputing, 2024)

Audio-Visual Contrastive and Consistency Learning for Semi-Supervised Action Recognition. - Maregu Assefa; Wei Jiang 016; Jinyu Zhan; Kumie Gedamu; Getinet Yilma; Melese Ayalew; Deepak Adhikari (IEEE Trans. Multim., 2024)

A Lightweight-Window-Portion-Based Multiple Imputation for Extreme Missing Gaps in IoT Systems. - Deepak Adhikari; Wei Jiang 016; Jinyu Zhan; Maregu Assefa; Hadi Akbarzade Khorshidi; Uwe Aickelin; Danda B. Rawat (IEEE Internet Things J., 2024)

DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation. - Maregu Assefa; Muzammal Naseer; Iyyakutti Iyappan Ganapathi; Syed Sadaf Ali; Mohamed L. Seghier; Naoufel Werghi (CVPR, 2025)

AMT-Net: Adversarial Motion Transfer Network With Disentangled Shape and Pose for Realistic Image Animation. - Asebe Teka; Kumie Alemu Gedamu; Maregu Assefa; Feidu Akmel; Zhenting Zhou; Weijie Wu; Jianwen Chen (IEEE Access, 2025)

SHREC'25 Track on Multiple Relief Patterns: Report and Analysis. - Gabriele Paolini; Claudio Tortorici; Stefano Berretti; Ahmed Hazem Youssef; Halim Benhabiles; Adnane Cabani; Ruiwen He; Karim Hammoudi; Iyyakutti Iyappan Ganapathi; Syed Sadaf Ali; Divya Velayudhan; Maregu Assefa; et al. (CoRR, 2025)

Privacy-enhancing Sclera Segmentation Benchmarking Competition: SSBC 2025. - Matej Vitek; Darian Tomasevic; Abhijit Das 001; Sabari Nathan; Gökhan Özbulak; Gözde Ayse Tataroglu Özbulak; Jean-Paul Calbimonte; André Anjos; Hariohm Hemant Bhatt; Dhruv Dhirendra Premani; Jay Chaudhari; Caiyong Wang; et al. (CoRR, 2025)