Simegnew Yihunie Alaba

According to our database, Simegnew Yihunie Alaba authored at least 9 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Weighted neural network for imbalanced information with undersampling.

Simegnew Yihunie Alaba, Nahian Alam Siddique, Emrah Benli, Dominik Enns, Yuichi Motai

Array, 2026

Effective Input Projection for Updating Dictionary Atoms in Sparse Coding-Based Image Denoising.

Ammar Hoori, Alex J. Aved, Simegnew Yihunie Alaba, Yuichi Motai

IEEE Access, 2026

Leveraging Conditional GANs for Uncertainty Quantification and Robust Out-of-Distribution Detection.

Simegnew Yihunie Alaba, Yuichi Motai, Anjon Basak, Adrienne Raglin

IEEE Access, 2026

2024

GPS-IMU Sensor Fusion for Reliable Autonomous Vehicle Position Estimation.

Simegnew Yihunie Alaba

CoRR, 2024

Transformer-Based Optimized Multimodal Fusion for 3D Object Detection in Autonomous Driving.

Simegnew Yihunie Alaba, John E. Ball

IEEE Access, 2024

2023

SmRNet: Scalable Multiresolution Feature Extraction Network.

Simegnew Yihunie Alaba, John E. Ball

Proceedings of the International Conference on Electrical, 2023

2022

Class-Aware Fish Species Recognition Using Deep Learning for an Imbalanced Dataset.

Simegnew Yihunie Alaba, M. M. Nabi, Chiranjibi Shah, Jack Prior, Matthew D. Campbell, Farron Wallace, John E. Ball, Robert Moorhead

Sensors, 2022

A Survey on Deep-Learning-Based LiDAR 3D Object Detection for Autonomous Driving.

Simegnew Yihunie Alaba, John E. Ball

Sensors, 2022

WCNN3D: Wavelet Convolutional Neural Network-Based 3D Object Detection for Autonomous Driving.

Simegnew Yihunie Alaba, John E. Ball

Sensors, 2022