Van Tam Nguyen

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2025

Beyond Low-rank Decomposition: A Shortcut Approach for Efficient On-Device Learning.

[BibT_eX]

[DOI]

CoRR, May, 2025

Genetic Algorithm Design Exploration for On-Device Training on FPGAs.

[BibT_eX]

[DOI]

Alaa Mazouz

Van-Tam Nguyen

CoRR, April, 2025

Till the Layers Collapse: Compressing a Deep Neural Network Through the Lenses of Batch Normalization Layers.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Online continual streaming learning for embedded space applications.

[BibT_eX]

[DOI]

Alaa Eddine Mazouz

Van-Tam Nguyen

J. Real Time Image Process., May, 2024

Investigating potential barriers to construction digitalization in emerging economies: A study in Vietnam.

[BibT_eX]

[DOI]

Van Tam Nguyen

Quoc Toan Nguyen

Van-Phong Vu

Int. J. Inf. Manag. Data Insights, 2024

NEPENTHE: Entropy-Based Pruning as a Neural Network Depth's Reducer.

[BibT_eX]

[DOI]

CoRR, 2024

Towards On-Device Learning on the Edge: Ways to Select Neurons to Update Under a Budget Constraint.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024

Activation Map Compression through Tensor Decomposition for Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Debiasing Surgeon: Fantastic Weights and How to Find Them.

[BibT_eX]

[DOI]

Rémi Nahon

Ivan Luiz De Moura Matos

Van-Tam Nguyen

Enzo Tartaglione

Proceedings of the Computer Vision - ECCV 2024, 2024

Memory-Optimized Once-For-All Network.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

AI-Driven Intrusion Detection Systems (IDS) on the ROAD Dataset: A Comparative Analysis for Automotive Controller Area Network (CAN).

[BibT_eX]

[DOI]

Proceedings of the 2024 on Cyber Security in CarS Workshop, 2024

2023

SCoTTi: Save Computation at Training Time with an adaptive framework.

[BibT_eX]

[DOI]

Ziyu Lin

Enzo Tartaglione

Van-Tam Nguyen

CoRR, 2023

Optimized preprocessing and Tiny ML for Attention State Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

AIoT-based Neural Decoding and Neurofeedback for Accelerated Cognitive Training: Vision, Directions and Preliminary Results.

[BibT_eX]

[DOI]

Van-Tam Nguyen

Enzo Tartaglione

Tuan Dinh

Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

Mental State Classification Using EEG Signals: Ethics, Law and Challenges.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

Can Unstructured Pruning Reduce the Depth in Deep Neural Networks?

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

SCoTTi: Save Computation at Training Time with an adaptive framework.

[BibT_eX]

[DOI]

Ziyu Li

Enzo Tartaglione

Van-Tam Nguyen

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Mining bias-target Alignment from Voronoi Cells.

[BibT_eX]

[DOI]

Rémi Nahon

Van-Tam Nguyen

Enzo Tartaglione

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Layering Images with Convolution Neural Networks on Cloud Computing.

[BibT_eX]

[DOI]

Proceedings of the Nature of Computation and Communication, 2022

2018

A New Analytical Model for the Performance Evaluation of the Uplink Transmission in NB-IoT Networks.

[BibT_eX]

[DOI]

Proceedings of the 88th IEEE Vehicular Technology Conference, 2018

2012

Cognitive Radio RF: Overview and Challenges.

[BibT_eX]

[DOI]

Van Tam Nguyen

Frederic Villain

Yann Le Guillou

VLSI Design, 2012

2011

Cognitive radio systems: Overview and challenges.

[BibT_eX]

[DOI]

Van Tam Nguyen

Frederic Villain

Yann Le Guillou

Proceedings of the 3rd International Conference on Awareness Science and Technology, 2011

Van Tam Nguyen

Bibliography

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