Sumaiya Tabassum Nimi

According to our database, Sumaiya Tabassum Nimi authored at least 9 papers between 2019 and 2023.

Collaborative distances:

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

2023

FactionFormer: Context-Driven Collaborative Vision Transformer Models for Edge Intelligence.

Sumaiya Tabassum Nimi, Md. Adnan Arefeen, Md. Yusuf Sarwar Uddin, Biplob Debnath, Srimat Chakradhar

Proceedings of the 2023 IEEE International Conference on Smart Computing, 2023

2022

Neural Network-Based Undersampling Techniques.

Md. Adnan Arefeen, Sumaiya Tabassum Nimi, M. Sohel Rahman

IEEE Trans. Syst. Man Cybern. Syst., 2022

Chimera: Context-Aware Splittable Deep Multitasking Models for Edge Intelligence.

Sumaiya Tabassum Nimi, Md. Adnan Arefeen, Md. Yusuf Sarwar Uddin, Biplob Debnath, Srimat Chakradhar

Proceedings of the 2022 IEEE International Conference on Smart Computing, 2022

PhD Forum Abstract: Deep Learning Model Composition for Edge Intelligence.

Sumaiya Tabassum Nimi

Proceedings of the 2022 IEEE International Conference on Smart Computing, 2022

FrameHopper: Selective Processing of Video Frames in Detection-driven Real-Time Video Analytics.

Md. Adnan Arefeen, Sumaiya Tabassum Nimi, Md. Yusuf Sarwar Uddin

Proceedings of the 18th International Conference on Distributed Computing in Sensor Systems, 2022

2021

EARLIN: Early Out-of-Distribution Detection for Resource-Efficient Collaborative Inference.

Sumaiya Tabassum Nimi, Md. Adnan Arefeen, Md. Yusuf Sarwar Uddin, Yugyung Lee

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

A Lightweight Relu-Based Feature Fusion For Aerial Scene Classification.

Md. Adnan Arefeen, Sumaiya Tabassum Nimi, Md. Yusuf Sarwar Uddin, Zhu Li

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

TransJury: Towards Explainable Transfer Learning through Selection of Layers from Deep Neural Networks.

Md. Adnan Arefeen, Sumaiya Tabassum Nimi, Md. Yusuf Sarwar Uddin, Yugyung Lee

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2019

CerebLearn: Biologically Motivated Learning Rule for Artificial Feedforward Neural Networks.

Sumaiya Tabassum Nimi, Md. Adnan Arefeen, Muhammad Abdullah Adnan

Proceedings of International Joint Conference on Computational Intelligence, 2019