Md. Adnan Arefeen

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 20

Top Topics

Transfer Learning

Feature Generation

Video Analytics

Top Venues

Publications

Md. Shahrukh Islam, Somonindro Roy, Md. Adnan Arefeen, Muhammad Ali Nayeem
ClientShield: Malicious Clients Avoidance in Federated Learning with the Help of an Ant. GECCO Companion (2024)
Md. Adnan Arefeen, Biplob Debnath, Srimat Chakradhar
LeanContext: Cost-efficient domain-specific question answering using LLMs. Nat. Lang. Process. J. 7 (2024)
Md. Adnan Arefeen, Biplob Debnath, Md. Yusuf Sarwar Uddin, Srimat Chakradhar
iRAG: An Incremental Retrieval Augmented Generation System for Videos. CoRR (2024)
Md. Adnan Arefeen, Biplob Debnath, Srimat Chakradhar
LeanContext: Cost-Efficient Domain-Specific Question Answering Using LLMs. CoRR (2023)
Sumaiya Tabassum Nimi, Md. Adnan Arefeen, Md. Yusuf Sarwar Uddin, Biplob Debnath, Srimat Chakradhar
FactionFormer: Context-Driven Collaborative Vision Transformer Models for Edge Intelligence. SMARTCOMP (2023)
Md. Adnan Arefeen, Zhouyu Li, Md. Yusuf Sarwar Uddin, Anupam Das
MetaMorphosis: Task-oriented Privacy Cognizant Feature Generation for Multi-task Learning. IoTDI (2023)
Md. Adnan Arefeen, Zhouyu Li, Md. Yusuf Sarwar Uddin, Anupam Das
MetaMorphosis: Task-oriented Privacy Cognizant Feature Generation for Multi-task Learning. CoRR (2023)
Md. Adnan Arefeen, Sumaiya Tabassum Nimi, Md. Yusuf Sarwar Uddin
FrameHopper: Selective Processing of Video Frames in Detection-driven Real-Time Video Analytics. DCOSS (2022)
Md. Adnan Arefeen, Sumaiya Tabassum Nimi, M. Sohel Rahman
Neural Network-Based Undersampling Techniques. IEEE Trans. Syst. Man Cybern. Syst. 52 (2) (2022)
Md. Adnan Arefeen, Sumaiya Tabassum Nimi, Md. Yusuf Sarwar Uddin
FrameHopper: Selective Processing of Video Frames in Detection-driven Real-Time Video Analytics. CoRR (2022)
Sumaiya Tabassum Nimi, Md. Adnan Arefeen, Md. Yusuf Sarwar Uddin, Biplob Debnath, Srimat Chakradhar
Chimera: Context-Aware Splittable Deep Multitasking Models for Edge Intelligence. SMARTCOMP (2022)
Sumaiya Tabassum Nimi, Md. Adnan Arefeen, Md Yusuf Sarwar Uddin, Yugyung Lee
EARLIN: Early Out-of-Distribution Detection for Resource-Efficient Collaborative Inference. ECML/PKDD (1) (2021)
Md. Adnan Arefeen, Md Yusuf Sarwar Uddin
Cost effective processing of detection-driven video analytics at the edge. HotEdgeVideo@MobiCom (2021)
Md. Adnan Arefeen, Md. Yusuf Sarwar Uddin
Towards resource-efficient detection-driven processing of multi-stream videos. MobiCom (2021)
Md. Adnan Arefeen, Sumaiya Tabassum Nimi, Md Yusuf Sarwar Uddin, Yugyung Lee
TransJury: Towards Explainable Transfer Learning through Selection of Layers from Deep Neural Networks. IEEE BigData (2021)
Md. Adnan Arefeen, Sumaiya Tabassum Nimi, Md Yusuf Sarwar Uddin, Zhu Li
A Lightweight ReLU-Based Feature Fusion for Aerial Scene Classification. CoRR (2021)
Md. Adnan Arefeen, Sumaiya Tabassum Nimi, Md Yusuf Sarwar Uddin, Zhu Li
A Lightweight Relu-Based Feature Fusion For Aerial Scene Classification. ICIP (2021)
Sumaiya Tabassum Nimi, Md. Adnan Arefeen, Md Yusuf Sarwar Uddin, Yugyung Lee
EARLIN: Early Out-of-Distribution Detection for Resource-efficient Collaborative Inference. CoRR (2021)
Sumaiya Tabassum Nimi, Md. Adnan Arefeen, Muhammad Abdullah Adnan
CerebLearn: Biologically Motivated Learning Rule for Artificial Feedforward Neural Networks. IJCCI (2019)
Md. Adnan Arefeen, Sumaiya Tabassum Nimi, M. Sohel Rahman
Neural Network Based Undersampling Techniques. CoRR (2019)