Publications
Please go to my google scholar profile for the publication lists:
Google Scholar: Scholar Link
Selected Publications:
Selected Publications:
Md Adnan Arefeen, Biplob Debnath, Md Yusuf Sarwar Uddin, and Srimat Chakradhar. "iRAG": An incremental Retrieval Augemented Generation System for Videos, 2024.
Md Adnan Arefeen, Biplob Debnath, Md Yusuf Sarwar Uddin, and Srimat Chakradhar. "iRAG": An incremental Retrieval Augemented Generation System for Videos, 2024.
Md Adnan Arefeen, Biplob Debnath, Md Yusuf Sarwar Uddin, and Srimat Chakradhar. "ViTA": An Efficient Video-to-Text Algorithm using VLM for RAG-based Video Analysis System." In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 2024.
Md Adnan Arefeen, Biplob Debnath, Md Yusuf Sarwar Uddin, and Srimat Chakradhar. "ViTA": An Efficient Video-to-Text Algorithm using VLM for RAG-based Video Analysis System." In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 2024.
Md Adnan Arefeen, Biplob Debnath, and Srimat Chakradhar. "LeanContext": Cost-Efficient Domain-Specific Question Answering Using LLMs, 2023.
Md Adnan Arefeen, Biplob Debnath, and Srimat Chakradhar. "LeanContext": Cost-Efficient Domain-Specific Question Answering Using LLMs, 2023.
Md Adnan Arefeen, Zhouyu Li, Md Yusuf Sarwar Uddin, and Anupam Das. "MetaMorphosis: Task-oriented Privacy Cognizant Feature Generation for Multi-task Learning." In Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation (IoTDI), pp. 288-300. 2023.
Md Adnan Arefeen, Zhouyu Li, Md Yusuf Sarwar Uddin, and Anupam Das. "MetaMorphosis: Task-oriented Privacy Cognizant Feature Generation for Multi-task Learning." In Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation (IoTDI), pp. 288-300. 2023.
Md Adnan Arefeen, Sumaiya Tabassum Nimi, and Md Yusuf Sarwar Uddin. "FrameHopper: Selective Processing of Video Frames in Detection-driven Real-Time Video Analytics." In 2022 18th International Conference on Distributed Computing in Sensor Systems (DCOSS), pp. 125-132. IEEE, 2022.
Md Adnan Arefeen, Sumaiya Tabassum Nimi, and Md Yusuf Sarwar Uddin. "FrameHopper: Selective Processing of Video Frames in Detection-driven Real-Time Video Analytics." In 2022 18th International Conference on Distributed Computing in Sensor Systems (DCOSS), pp. 125-132. IEEE, 2022.
Sumaiya Tabassum Nimi, Md Adnan Arefeen, Md Yusuf Sarwar Uddin, and Yugyung Lee. "Earlin: Early out-of-distribution detection for resource-efficient collaborative inference." In Machine Learning and Knowledge Discovery in Databases. Research Track: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part I 21, pp. 635-651. Springer International Publishing, 2021.
Sumaiya Tabassum Nimi, Md Adnan Arefeen, Md Yusuf Sarwar Uddin, and Yugyung Lee. "Earlin: Early out-of-distribution detection for resource-efficient collaborative inference." In Machine Learning and Knowledge Discovery in Databases. Research Track: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part I 21, pp. 635-651. Springer International Publishing, 2021.
Md Adnan Arefeen, Sumaiya Tabassum Nimi, Md Yusuf Sarwar Uddin, and Yugyung Lee. "Transjury: Towards explainable transfer learning through selection of layers from deep neural networks." In 2021 IEEE International Conference on Big Data (Big Data), pp. 978-984. IEEE, 2021.
Md Adnan Arefeen, Sumaiya Tabassum Nimi, Md Yusuf Sarwar Uddin, and Yugyung Lee. "Transjury: Towards explainable transfer learning through selection of layers from deep neural networks." In 2021 IEEE International Conference on Big Data (Big Data), pp. 978-984. IEEE, 2021.
Md Adnan Arefeen, Sumaiya Tabassum Nimi, Md Yusuf Sarwar Uddin, and Zhu Li. "A lightweight relu-based feature fusion for aerial scene classification." In 2021 IEEE International Conference on Image Processing (ICIP), pp. 3857-3861. IEEE, 2021.
Md Adnan Arefeen, Sumaiya Tabassum Nimi, Md Yusuf Sarwar Uddin, and Zhu Li. "A lightweight relu-based feature fusion for aerial scene classification." In 2021 IEEE International Conference on Image Processing (ICIP), pp. 3857-3861. IEEE, 2021.