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Md Ashiqur Rahman
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U-NO: U-shaped Neural Operators
MA Rahman, ZE Ross, K Azizzadenesheli
Transactions on Machine Learning Research, 2023
1342023
An efficient recognition method for handwritten arabic numerals using CNN with data augmentation and dropout
A Ashiquzzaman, AK Tushar, MA Rahman, F Mohsin
Data management, analytics and innovation, 299-309, 2019
48*2019
Generative Adversarial Neural Operators
MA Rahman, MA Florez, A Anandkumar, ZE Ross, K Azizzadenesheli
Transactions on Machine Learning Research, 2022
372022
Pretraining codomain attention neural operators for solving multiphysics pdes
MA Rahman, RJ George, M Elleithy, D Leibovici, Z Li, B Bonev, C White, ...
Advances in Neural Information Processing Systems 37, 104035-104064, 2024
162024
Truly scale-equivariant deep nets with Fourier layers
MA Rahman, RA Yeh
Advances in Neural Information Processing Systems 36, 6092-6104, 2023
92023
Pacmo: Partner dependent human motion generation in dyadic human activity using neural operators
MA Rahman, J Ghosh, H Viswanath, K Azizzadenesheli, A Bera
arXiv preprint arXiv:2211.16210, 2022
62022
BEENE: Deep learning-based nonlinear embedding improves batch effect estimation
MA Rahman, AA Tutul, M Sharmin, MS Bayzid
Bioinformatics 39 (8), btad479, 2023
52023
Neural operator: Is data all you need to model the world? an insight into the impact of physics informed machine learning
H Viswanath, MA Rahman, A Vyas, A Shor, B Medeiros, S Hernandez, ...
arXiv preprint arXiv:2301.13331, 2023
5*2023
Prevalence and risk factors of Avian Influenza Viruses among household ducks in Chattogram, Bangladesh
MA Rahman, JP Belgrad, MA Sayeed, MS Abdullah, S Barua, NN Chisty, ...
Veterinary Research Communications, 1-10, 2022
52022
Solving the maze of diagnosing parkinson’s disease based on portable eeg sensing to be adaptable to go in-the-wild
MA Rahman, AA Tutul, ABMAA Islam
Proceedings of the 7th International Conference on Networking, Systems and …, 2020
52020
AdaFNIO: Adaptive Fourier Neural Interpolation Operator for video frame interpolation
H Viswanath, MA Rahman, R Bhaskara, A Bera
arXiv preprint arXiv:2211.10791, 2022
4*2022
Group Downsampling with Equivariant Anti-aliasing
MA Rahman, RA Yeh
The Thirteenth International Conference on Learning Representations, 2025
12025
CHAPAO: Likelihood and hierarchical reference-based representation of biomolecular sequences and applications to compressing multiple sequence alignments
MA Rahman, AA Tutul, SM Abdullah, MS Bayzid
Plos one 17 (4), e0265360, 2022
12022
Physics-informed adaptive fourier neural interpolation operator for synthetic frame generation
B Aniket, R Bhaskara, MA Rahman, H Viswanath
US Patent App. 18/758,927, 2025
2025
Supplementary Material for BEENE: Deep Learning based Nonlinear Embedding Improves Batch Effect Estimation
MA Rahman, AA Tutul, M Sharmin, MS Bayzid
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Articles 1–15