Md. Ismail Hossain
Welcome, and thanks for stopping by!
I'm Md. Ismail Hossain, currently a researcher at the Apurba-NSU R&D Lab, North South University, where I work under the guidance of Dr. Shafin Rahman and Dr. Nabeel Mohammed. I recently began working with Dr. Isidora Tourni as part of the Fatima Fellowship program supported by HuggingFace and Google Colab.
I particularly have an interest in EVERYTHING. But, I've been concentrating on enhancing the efficiency of deep learning algorithms through techniques like pruning and knowledge distillation. I am also exploring how the capabilities of large language models can be distilled into other domains to address classical machine learning challenges. Beyond mainstream AI research, I am deeply passionate about AI ethics and enjoy engaging in philosophical discussions that complement and enrich my work in artificial intelligence.
Community
News
Invited to Review papers at IJCNN [Jan'25]
One paper was accepted to the IEEE Transactions on Artificial Intelligence (TAI) [Jan'25]
Accepted to the OxML 2025 Oxford Machine Learning Summer School Workshop [Nov'24]
Invited to Review papers at Machine Learning and Compression Workshop @ NeurIPS 2024 [Sep'24]
Recieved Fatima Fellowship [Sep'24]
One paper was accepted to the BMVC, 2024 [Jul'24]
Presented a Lightning Talk on LumiNet at C4AI [Mar'24]
One paper was accepted to the PML4LRS ,ICLR 2024 [Mar'24]
One paper was accepted to the PLOSE ONE (IF 3.752), 2023 [May'23]
Joined Cohere for AI community, 2023 [Feb'8]
One paper was accepted to the IEEE Access (IF 3.557), 2022 [Dec'22]
One paper was accepted to the 12th International Conference on Software and Computer Applications (ICSCA), 2023 [Nov'22]
Invited and presented research work at a conference of Bangladesh Datasciense Society & a2i, ICT Division, Bangladesh Government 2022 [Oct'22]
Second Runner-Up in DL-Sprint (National ASR Contest) ,2022 [Sept'22]
One paper was accepted to the 26th International Conference on Pattern Recognition (ICPR), 2022 [June'22]
Started collaborating with the University of Stavanger, Norway, in 2022. [Aug'22]
One paper was accepted to the International Conference on Innovations in Science, Engineering, and Technology (ICISET), 2022 [May'22]