Dereje Shenkut

According to our database, Dereje Shenkut authored at least 6 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

DCInject: Persistent Backdoor Attacks via Frequency Manipulation in Personal Federated Learning.

Nahom Birhan, Daniel Wesego, Dereje Shenkut, Frank Liu, Daniel Takabi

CoRR, February, 2026

FocalComm: Hard Instance-Aware Multi-Agent Perception.

Dereje Shenkut, Vijayakumar Bhagavatula

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025

Residual Vector Quantization For Communication-Efficient Multi-Agent Perception.

Dereje Shenkut, B. V. K. Vijaya Kumar

CoRR, September, 2025

Visual-Linguistic Reasoning for Pedestrian Trajectory Prediction.

Dereje Shenkut, B. V. K. Vijaya Kumar

Proceedings of the IEEE International Conference on Robotics and Automation, 2025

2024

Impact of Latency and Bandwidth Limitations on the Safety Performance of Collaborative Perception.

Dereje Shenkut, B. V. K. Vijaya Kumar

Proceedings of the 33rd International Conference on Computer Communications and Networks, 2024

2022

Fundus GAN - GAN-based Fundus Image Synthesis for Training Retinal Image Classifiers.

Dereje Shenkut, Vijayakumar Bhagavatula

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022