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SINHA Nilotpal

ORCID
0000-0002-8706-0318
Main Referenced Co-authors
AOUADA, Djamila  (6)
KACEM, Anis  (6)
ROSTAMI ABENDANSARI, Peyman  (6)
SHABAYEK, Abd El Rahman  (6)
SHNEIDER, Carl  (5)
Main Referenced Keywords
Neural Network Compression (4); Deep Learning (3); Artificial Intelligence (2); Edge Devices (2); Hardware-aware Neural Architecture Search (2);
Main Referenced Unit & Research Centers
Interdisciplinary Centre for Security, Reliability and Trust (SnT) > CVI² - Computer Vision Imaging & Machine Intelligence (3)
See outside Interdisciplinary Centre for Security, Reliability and Trust (SnT), University of Luxembourg (1)
Main Referenced Disciplines
Computer science (4)
Engineering, computing & technology: Multidisciplinary, general & others (3)
Electrical & electronics engineering (2)
Physical, chemical, mathematical & earth Sciences: Multidisciplinary, general & others (2)
Space science, astronomy & astrophysics (1)

Publications (total 6)

The most downloaded
349 downloads
SINHA, N., SHABAYEK, A. E. R., KACEM, A., ROSTAMI ABENDANSARI, P., SHNEIDER, C., & AOUADA, D. (2024). Hardware Aware Evolutionary Neural Architecture Search using Representation Similarity Metric. Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. doi:10.1109/WACV57701.2024.00261 https://hdl.handle.net/10993/57324

The most cited

8 citations (Scopus®)

SINHA, N., SHABAYEK, A. E. R., KACEM, A., ROSTAMI ABENDANSARI, P., SHNEIDER, C., & AOUADA, D. (2024). Hardware Aware Evolutionary Neural Architecture Search using Representation Similarity Metric. Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. doi:10.1109/WACV57701.2024.00261 https://hdl.handle.net/10993/57324

ROSTAMI ABENDANSARI, P., SINHA, N., CHENNI, N. E., KACEM, A., SHABAYEK, A. E. R., SHNEIDER, C., & AOUADA, D. (2025). Information Theoretic Pruning of Coupled Channels in Deep Neural Networks [Poster presentation]. 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, Usa. doi:10.1109/WACV61041.2025.00755
Peer reviewed

SINHA, N., ROSTAMI ABENDANSARI, P., SHABAYEK, A. E. R., KACEM, A., & AOUADA, D. (April 2024). Multi-Objective Hardware Aware Neural Architecture Search using Hardware Cost Diversity [Paper presentation]. Conference on Computer Vision and Pattern Recognition (CVPR) Workshop 2024, Seattle, United States.
Peer reviewed

SINHA, N., SHABAYEK, A. E. R., KACEM, A., ROSTAMI ABENDANSARI, P., SHNEIDER, C., & AOUADA, D. (2024). Hardware Aware Evolutionary Neural Architecture Search using Representation Similarity Metric. Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. doi:10.1109/WACV57701.2024.00261
Peer reviewed

SHNEIDER, C., ROSTAMI ABENDANSARI, P., KACEM, A., SINHA, N., SHABAYEK, A. E. R., & AOUADA, D. (19 July 2023). Impact of Disentanglement on Pruning Neural Networks [Paper presentation]. International Symposium on Computational Sensing (ISCS23), Luxembourg, Luxembourg. doi:10.48550/arXiv.2307.09994

SHNEIDER, C., ROSTAMI ABENDANSARI, P., KACEM, A., SINHA, N., SHABAYEK, A. E. R., & AOUADA, D. (20 June 2023). Impact of Disentanglement on Pruning Neural Networks [Poster presentation]. International Symposium on Computational Sensing (ISCS23), Luxembourg, Luxembourg. doi:10.5281/zenodo.8060029

SHNEIDER, C., SINHA, N., JAMROZIK, M. L., ASTRID, M., ROSTAMI ABENDANSARI, P., KACEM, A., SHABAYEK, A. E. R., & AOUADA, D. (19 April 2023). Compression of Deep Neural Networks for Space Autonomous Systems [Poster presentation]. Luxembourg Space Resources Week 2023, Luxembourg, Luxembourg. doi:10.5281/zenodo.7931156

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