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Samiul Alam
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Year
FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction
S Alam, L Liu, M Yan, M Zhang
Advances in Neural Information Processing Systems, 2022
722022
Numtadb-assembled bengali handwritten digits
S Alam, T Reasat, RM Doha, AI Humayun
arXiv preprint arXiv:1806.02452, 2018
492018
Efficient large language models: A survey
Z Wan, X Wang, C Liu, S Alam, Y Zheng, Z Qu, S Yan, Y Zhu, Q Zhang, ...
Transactions on Machine Learning Research, 2023
382023
Fedaudio: A federated learning benchmark for audio tasks
T Zhang, T Feng, S Alam, S Lee, M Zhang, SS Narayanan, S Avestimehr
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
242023
A large multi-target dataset of common bengali handwritten graphemes
S Alam, T Reasat, AS Sushmit, SM Siddique, F Rahman, M Hasan, ...
International Conference on Document Analysis and Recognition, 383-398, 2021
20*2021
Gpt-fl: Generative pre-trained model-assisted federated learning
T Zhang, T Feng, S Alam, D Dimitriadis, M Zhang, SS Narayanan, ...
arXiv preprint arXiv:2306.02210, 2023
152023
Predictive real-time beat tracking from music for embedded application
I Al-Hussaini, AI Humayun, S Alam, SI Foysal, A Al Masud, A Mahmud, ...
2018 IEEE Conference on multimedia information processing and retrieval …, 2018
102018
FedSEA: a semi-asynchronous federated learning framework for extremely heterogeneous devices
J Sun, A Li, L Duan, S Alam, X Deng, X Guo, H Wang, M Gorlatova, ...
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems …, 2022
92022
Bengali common voice speech dataset for automatic speech recognition
S Alam, A Sushmit, Z Abdullah, S Nakkhatra, MD Ansary, SM Hossen, ...
arXiv preprint arXiv:2206.14053, 2022
92022
IoT in the Era of Generative AI: Vision and Challenges
X Wang, Z Wan, A Hekmati, M Zong, S Alam, M Zhang, B Krishnamachari
arXiv preprint arXiv:2401.01923, 2024
82024
OOD-Speech: A Large Bengali Speech Recognition Dataset for Out-of-Distribution Benchmarking
FR Rakib, SS Dip, S Alam, N Tasnim, MIH Shihab, MN Ansary, ...
Proc. INTERSPEECH 2023, 879-883, 2023
62023
AI learns to recognize Bengali handwritten digits: Bengali. AI computer vision challenge 2018
SA Kamran, AI Humayun, S Alam, RM Doha, MK Mandal, T Reasat, ...
arXiv preprint arXiv:1810.04452, 2018
22018
FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things
S Alam, T Zhang, T Feng, H Shen, Z Cao, D Zhao, JG Ko, ...
arXiv preprint arXiv:2310.00109, 2023
12023
Federated learning benchmarks and frameworks for artificial intelligence of things
S Alam
Michigan State University, 2023
12023
Unveiling productivity: The interplay of cognitive arousal and expressive typing in remote work with multi-state filtering
S Alam, S Khazaei, RT Faghih
Plos one 19 (5), e0300786, 2024
2024
Skin Conductance Response Artifact Reduction: Leveraging Accelerometer Noise Reference and Deep Breath Detection
MR Amin, S Alam, S Khazaei, HF Azgomi, RT Faghih
IEEE Access, 2024
2024
A multimodal dataset for investigating working memory in presence of music: a pilot study
S Khazaei, S Parshi, S Alam, MR Amin, RT Faghih
Frontiers in Neuroscience 18, 1406814, 2024
2024
Sparse Multichannel Decomposition of Electrodermal Activity With Physiological Priors
S Alam, MR Amin, RT Faghih
IEEE Open Journal of Engineering in Medicine and Biology 4, 234-250, 2023
2023
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