Łukasz Dudziak
Łukasz Dudziak
Samsung AI Center Cambridge
Verified email at samsung.com
Title
Cited by
Cited by
Year
Dynamic channel pruning: Feature boosting and suppression
X Gao, Y Zhao, Ł Dudziak, R Mullins, C Xu
7th International Conference on Learning Representations (ICLR'19), 2019
932019
Mobisr: Efficient on-device super-resolution through heterogeneous mobile processors
R Lee, SI Venieris, L Dudziak, S Bhattacharya, ND Lane
The 25th Annual International Conference on Mobile Computing and Networking …, 2019
222019
BRP-NAS: Prediction-based NAS using GCNs
Ł Dudziak, T Chau, M Abdelfattah, R Lee, H Kim, N Lane
34th Conference on Neural Information Processing Systems (NeurIPS'20), 2020
102020
ShrinkML: End-to-end ASR model compression using reinforcement learning
Ł Dudziak, MS Abdelfattah, R Vipperla, S Laskaridis, ND Lane
Proc. Interspeech 2019, 2235-2239, 2019
102019
Best of Both Worlds: AutoML Codesign of a CNN and its Hardware Accelerator
MS Abdelfattah, Ł Dudziak, T Chau, R Lee, H Kim, ND Lane
57th Design Automation Conference (DAC'20), 2020
82020
Journey Towards Tiny Perceptual Super-Resolution
R Lee, Ł Dudziak, M Abdelfattah, SI Venieris, H Kim, H Wen, ND Lane
16th European Conference on Computer Vision (ECCV'20), 2020
72020
Zero-Cost Proxies for Lightweight NAS
MS Abdelfattah, A Mehrotra, Ł Dudziak, ND Lane
9th International Conference on Learning Representations (ICLR'21), 2021
22021
NAS-Bench-ASR: Reproducible Neural Architecture Search for Speech Recognition
A Mehrotra, AG Ramos, S Bhattacharya, Ł Dudziak, R Vipperla, T Chau, ...
9th International Conference on Learning Representations (ICLR'21), 2021
22021
Iterative Compression of End-to-End ASR Model using AutoML
A Mehrotra, Ł Dudziak, J Yeo, Y Lee, R Vipperla, MS Abdelfattah, ...
Proc. Interspeech 2020, 3361-3365, 2020
22020
Codesign-NAS: Automatic FPGA/CNN Codesign Using Neural Architecture Search
MS Abdelfattah, L Dudziak, T Chau, R Lee, H Kim, ND Lane
Proceedings of the 2020 ACM/SIGDA International Symposium on Field …, 2020
12020
μNAS: Constrained Neural Architecture Search for Microcontrollers
E Liberis, Ł Dudziak, ND Lane
Proceedings of the 1st Workshop on Machine Learning and Systems, 70-79, 2021
2021
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Articles 1–11