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Andrii Skliar
Andrii Skliar
Research Engineer, Qualcomm AI Research Netherlands
Email verificata su qti.qualcomm.com
Titolo
Citata da
Citata da
Anno
Distilling optimal neural networks: Rapid search in diverse spaces
B Moons, P Noorzad, A Skliar, G Mariani, D Mehta, C Lott, T Blankevoort
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
482021
Simple and efficient architectures for semantic segmentation
D Mehta, A Skliar, H Ben Yahia, S Borse, F Porikli, A Habibian, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
152022
Cyclical pruning for sparse neural networks
S Srinivas, A Kuzmin, M Nagel, M van Baalen, A Skliar, T Blankevoort
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
122022
Simulated quantization, real power savings
M van Baalen, B Kahne, E Mahurin, A Kuzmin, A Skliar, M Nagel, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
82022
Adding object detection skills to visual dialogue agents
G Bani, D Belli, G Dagan, A Geenen, A Skliar, A Venkatesh, ...
Proceedings of the European Conference on Computer Vision (ECCV) Workshops, 0-0, 2018
32018
Method For Automatically Designing Efficient Hardware-Aware Neural Networks For Visual Recognition Using Knowledge Distillation
B Moons, P Noorzad, A Skliar, C Lott, TPF Blankevoort
US Patent App. 17/455,201, 2022
12022
Think Big, Generate Quick: LLM-to-SLM for Fast Autoregressive Decoding
B Bergner, A Skliar, A Royer, T Blankevoort, Y Asano, BE Bejnordi
arXiv preprint arXiv:2402.16844, 2024
2024
Simulated low bit-width quantization using bit shifted neural network parameters
MW Van Baalen, B Kahne, EW Mahurin, TPF Blankevoort, A Kuzmin, ...
US Patent App. 18/103,428, 2023
2023
Machine learning model architecture combining mixture of experts and model ensembling
AME Royer, I Karmanov, A Skliar, BE Bejnordi, TPF Blankevoort
US Patent App. 18/154,429, 2023
2023
Hyperbolic Convolutional Neural Networks
A Skliar, M Weiler
arXiv preprint arXiv:2308.15639, 2023
2023
Revisiting Single-gated Mixtures of Experts
A Royer, I Karmanov, A Skliar, BE Bejnordi, T Blankevoort
arXiv preprint arXiv:2304.05497, 2023
2023
Neural Network Pruning With Cyclical Sparsity
S Srinivas, TPF Blankevoort, A Kuzmin, M Nagel, MW Van Baalen, ...
US Patent App. 17/456,318, 2022
2022
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