Diving into Group Theory: Foundations for Equivariant Neural Networks
Dive into the foundational elements of Group Theory, from understanding the basic properties of groups to exploring the intricacies of subgroups and generators.
A highly motivated and aspiring researcher with a strong background in computer vision and machine learning. Over the past two years, I have actively contributed to the field, publishing research articles in well-regarded conferences such as ICIP and IJCNN. My primary research interests center around various aspects of computer vision and solving real-world problems from different domains using it. Currently, I am working as a Junior Research Scientist at the Center for Computational & Data Sciences (CCDS) at Independent University, Bangladesh. My current research projects include domain adaptation, Mixtures-of-Experts in large multi-modal models (LMMs), protein dynamics prediction using 3D CNNs, and particle jet tagging using graph neural networks. To advance my research experience, I am actively seeking Ph.D. positions in computer vision and machine learning, focusing on topics such as domain adaptation, self-supervised learning, generative models, and vision-language models. I am committed to continuous learning and growth and am excited to contribute to the advancement of computer vision and machine learning research.
M.S. Hossain, A.K.M.M. Rahman, M.A. Amin and A.A. Ali
2024 IEEE International Conference on Image Processing (ICIP), Abu Dhabi, United Arab Emirates, October 2024, Pages 1567-1573, DOI: 10.1109/ICIP51287.2024.10647844
M.S. Hossain, S. Roy, K.M.B. Asad, A. Momen, A.A. Ali, M.A. Amin and A.K.M.M. Rahman
Procedia Computer Science, Volume 222, Issue C, January 2023, Pages 601-612, ISSN 1877-0509, (International Neural Network Society Workshop on Deep Learning Innovations and Applications (INNS DLIA 2023)), DOI: https://doi.org/10.1016/j.procs.2023.08.198
M.A.K. Iftee, M.S. Hossain, R.H. Rajib, A.K.M.M. Rahman, T. Iqbal, M.M. Islam, M.A. Amin and A.K.M.M. Rahman
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), January 2025, Pages To appear, (This paper is under review.)
S.M. Rafee Adnan, M.J. Hasan, A. Al-Imtiaz, S.H. Robin, F.R. Shwadhin, A.J. Shajib, M.H. Nahid, M.H. Tanver, T. Akter, N. Jahan, Z. Jafar, M. Rashid, A. Biswas, A.A. Chowdhury, J. Feardous, A. Rahaman, M. Ridwan, R.D. Sharma, Z. Chowdhury and M.S. Hossain
Astronomy & Astrophysics (A&A), Volume To appear, January 2025, Pages To appear, (This paper is under review.)
M.S. Hossain, K.M.B. Asad, P. Saikia, F. Akter, A. Momen, A.A. Ali, J.K. Ghosh, M.A. Amin and A.K.M.M. Rahman
Astronomy & Astrophysics (A&A), Volume To appear, November 2024, Pages To appear, (In Preparation)
R.H. Rajib, M.A.K. Iftee, M.S. Hossain, A.K.M.M. Rahman, S. Mistry, M.A. Amin and A.K.M.M. Rahman
To appear, January 2025
Dive into the foundational elements of Group Theory, from understanding the basic properties of groups to exploring the intricacies of subgroups and generators.
The blog post explores the Poisson distribution, a statistical distribution commonly used in various fields, including astronomy, to model random events. It explains the properties of the distribution, its real-world applications, and provides a step-by-step guide on how to visualize the Poisson distribution using Python. The post also discusses the issue of Poisson noise in astronomical observations and presents a practical example of how to calculate and deal with it using Python.
Contract with CCDS extended 🥳 with a new role, Junior Research Scientist
Excited to share that my contract 📑 with CCDS has been extended with a new role, Junior Research Scientist.
Received a travel grant ✈️ from IEEE Signal Processing Society
Grateful to receive a travel grant of 💲1,000 from the IEEE Signal Processing Society to attend ICIP 2024.
Paper 📄 accepted in ICIP 2024
Thrilled to announce that my paper has been accepted 🤩 in the 2024 IEEE International Conference on Image Processing (ICIP).
Paper 📄 accepted in IJCNN 2023
My first paper has been accepted 🤩 in 2023 International Joint Conference on Neural Networks (IJCNN) - Special INNS Workshop: International Neural Network Society Workshop on Deep Learning.
Started working at Center for Computational and Data Sciences
I have started 💼 working at CCDS as a Research Assistant. I am currently working on a project called 'Radio Galaxy Classification' with AKMM Rahman and KMB Asad.
Graduation
Got my degree 🎓 from the Independent University, Bangladesh. I was a Computer Science and Engineering student.
Started working at Independent University, Bangladesh
I have started working at IUB as a 👨🏫 Teaching Assistant. My main responsibility is to teach the students of Numerical Methods course.
Got admitted to 🏛️ Independent University, Bangladesh
I got admitted to IUB as a 💻 Computer Science and Engineering student in spring 2017.