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Ilia Karmanov
Ilia Karmanov
Verified email at nvidia.com - Homepage
Title
Cited by
Cited by
Year
Deep learning with azure
M Salvaris, D Dean, WH Tok
Building and Deploying Artificial Intelligence Solutions on Microsoft AI …, 2018
602018
Eagle 2: Building post-training data strategies from scratch for frontier vision-language models
Z Li, G Chen, S Liu, S Wang, V VS, Y Ji, S Lan, H Zhang, Y Zhao, ...
arXiv preprint arXiv:2501.14818, 2025
472025
Hand gesture recognition using 802.11 ad mmWave sensor in the mobile device
Y Ren, J Lu, A Beletchi, Y Huang, I Karmanov, D Fontijne, C Patel, H Xu
2021 IEEE wireless communications and networking conference workshops (WCNCW …, 2021
412021
Nemotron-h: A family of accurate and efficient hybrid mamba-transformer models
A Blakeman, A Basant, A Khattar, A Renduchintala, A Bercovich, A Ficek, ...
arXiv preprint arXiv:2504.03624, 2025
312025
Wicluster: Passive indoor 2d/3d positioning using wifi without precise labels
I Karmanov, FG Zanjani, I Kadampot, S Merlin, D Dijkman
2021 IEEE Global Communications Conference (GLOBECOM), 1-7, 2021
252021
Motion-augmented self-training for video recognition at smaller scale
K Gavrilyuk, M Jain, I Karmanov, CGM Snoek
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
252021
Modality-agnostic topology aware localization
F Ghazvinian Zanjani, I Karmanov, H Ackermann, D Dijkman, S Merlin, ...
Advances in Neural Information Processing Systems 34, 10457-10468, 2021
122021
Revisiting single-gated mixtures of experts
A Royer, I Karmanov, A Skliar, BE Bejnordi, T Blankevoort
arXiv preprint arXiv:2304.05497, 2023
112023
Passive positioning with radio frequency sensing
S Merlin, B Mohanty, DHF DIJKMAN, FG ZANJANI, I KARMANOV, ...
US Patent 11,575,452, 2023
112023
Passive positioning with radio frequency sensing labels
S Merlin, JM Lin, BM Buesker, R Liang, DHF DIJKMAN, FG ZANJANI, ...
US Patent 11,755,886, 2023
102023
Self-supervised passive positioning using wireless data
I KARMANOV, DHF DIJKMAN, S Merlin
US Patent 11,871,299, 2024
42024
Nvidia nemotron nano v2 vl
AS Deshmukh, K Chumachenko, T Rintamaki, M Le, T Poon, DM Taheri, ...
arXiv preprint arXiv:2511.03929, 2025
22025
\'Eclair--Extracting Content and Layout with Integrated Reading Order for Documents
I Karmanov, AS Deshmukh, L Voegtle, P Fischer, K Chumachenko, ...
arXiv preprint arXiv:2502.04223, 2025
22025
Machine learning model architecture combining mixture of experts and model ensembling
AME ROYER, I KARMANOV, A SKLIAR, BE Bejnordi, ...
US Patent App. 18/154,429, 2023
22023
Localization through manifold learning and optimal transport
FG ZANJANI, I KARMANOV, DHF DIJKMAN, H Ackermann, S Merlin, ...
US Patent App. 17/804,842, 2022
22022
Multi-object positioning using mixture density networks
FG ZANJANI, A BEHBOODI, DHF DIJKMAN, I KARMANOV, S Merlin, ...
US Patent 11,696,093, 2023
12023
Deep Learning Frameworks for Weakly-Supervised Indoor Localization
FG Zanjani, I Karmanov, H Ackermann, D Dijkman, S Merlin, I Kadampot, ...
NeurIPS 2021 Competitions and Demonstrations Track, 349-354, 2022
12022
NVIDIA Nemotron Parse 1.1
K Chumachenko, AS Deshmukh, J Seppanen, I Karmanov, CC Chen, ...
arXiv preprint arXiv:2511.20478, 2025
2025
Spatial area layout reconstruction based on radio frequency measurements
D KALATZIS, T OREKONDY, H Ackermann, I KARMANOV, FG ZANJANI, ...
US Patent App. 18/852,332, 2025
2025
Self-supervised passive positioning using wireless data
I KARMANOV, DHF DIJKMAN, FG ZANJANI, IA KADAMPOT, S Merlin, ...
US Patent 12,022,358, 2024
2024
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