Discovery - AI/ML in 5G

Students and professionals compete to solve real problems with AI in communication networks.

19 June 2020
ITU AI/ML in 5G Challenge: Graph Neural Networking Challenge 2020
14:00 - 15:00 CEST, Geneva
José Suárez-Varela
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26 June 2020
Beam Selection – Machine Learning Applied to the Physical Layer of Millimeter – Wave MIMO Systems
14:00 - 15:00 CEST, Geneva
Aldebaro Klautau
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3 July 2020
Channel Estimation – Machine learning applied to the physical layer of millimeter – Wave MIMO systems
14:00 - 15:00 CEST, Geneva
Nuria González Prelcic
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10 July 2020
ITU AI/ML in 5G Challenge: Improving the capacity of IEEE 802.11 WLANs through machine learning
14:00 - 15:00 CEST, Geneva
Francesc Wilhelmi
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17 July 2020
ITU AI/ML in 5G Challenge: DNN Inference Optimization Challenge
14:00 - 15:00 CEST, Geneva
Liya Yuan
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22 July 2020
ITU AI/ML in 5G Challenge: Radio Link Failure Prediction Challenge
14:00 - 15:00 CEST, Geneva
Salih Ergut
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24 July 2020
ITU AI/ML in 5G Challenge — India round — Part 1: 5G + AI + immersive + assistive services in telecommunications
14:00 - 15:00 CEST, Geneva
Brejesh Lall
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27 July 2020
ITU AI/ML in 5G Challenge — India Round — Part 2: AI Techniques for privacy-preserving remote medical diagnosis + spectrum and network resource sharing in 5G networks
14:00 - 15:00 CEST, Geneva
Brejesh Lall
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29 July 2020
ITU AI/ML in 5G Challenge — “Machine learning for wireless LANs + Japan challenge introduction”
13:00 - 14:30 CEST, Geneva
Akihiro Nakao, Koji Yamamoto, Tomohiro Otani
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31 July 2020
ITU AI/ML in 5G Challenge – “Demonstration of machine learning function orchestrator (MLFO) via reference implementations (ITU-ML5G-PS-024)
14:00 - 15:00 CEST, Geneva
Shagufta Henna
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7 August 2020
ITU主催 AI / ML in 5Gチャレンジ　日本ラウンドのオンラインセミナー（TTC協賛　）： 「機械学習に関する招待講演と日本版５Gチャレンジ課題への参加募集」の概要
08:00 - 10:00 CEST, Geneva
Akihiro Nakao, Koji Yamamoto, Tomohiro Otani
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14 August 2020
ITU AI/ML in 5G Challenge —” Applying knowledge graph and digital twin technologies to smart optical network”
12:00 - 13:00 CEST, Geneva
Anran Xu
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21 August 2020
A Universal Compression Algorithm for Deep Neural Networks
13:00 - 14:00 CEST, Geneva
Wojciech Samek
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26 August 2020
ITU AI/ML in 5G Challenge —” Network topology optimization”
12:00 - 13:00 CEST, Geneva
Qiang Cheng, Wang Xing
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31 August 2020
Traffic recognition and long-term traffic forecasting based on AI algorithms and metadata for 5G/IMT-2020 and beyond
14:00 - 15:00 CEST, Geneva
Ammar Muthanna, Artem Volkov
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1 September 2020
Milvus: An open source vector similarity search engine
13:00 - 14:00 CEST, Geneva
Jun Gu
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4 September 2020
How to bring AI into 5G radio access network
13:00 - 14:00 CEST, Geneva
Qi Sun
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28 September 2020
Wireless 2.0: Towards a smart radio environment empowered by reconfigurable intelligent metasurfaces and artificial intelligence
14:00 - 15:00 CEST, Geneva
‪Marco Di Renzo
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16 November 2020
Harnessing deep learning for mobile service traffic decomposition to support network slicing
14:00 - 15:00 CET, Geneva
Alexis Duque
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18 November 2020
The road towards an AI-native air interface for 6G
14:00 - 15:00 CET, Geneva
Jakob Hoydis
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2 December 2020
Toward effective network traffic analytics of mobile apps via deep learning
14:00 - 15:00 CET, Geneva
Domenico Ciuonzo
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4 December 2020
Invited talk: “Scaling CNN inference for extreme throughput”
14:00 - 15:00 CET, Geneva
Michaela Blott
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8 December 2020
Toward open, programmable, and virtualized 5G networks
13:00 - 14:00 CET, Geneva
Michele Polese
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15 - 17 December 2020
ITU AI/ML in 5G Grand Challenge Finale
12:00 - 16:00 CET, Geneva
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21 April 2021
Towards autonomous 6G networks and the role of advanced machine learning techniques
15:00 - 16:00 CEST, Geneva
Melike Erol-Kantarci
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27 April 2021
Multidevice localization with mmWave signals in factory environments
15:00 - 16:00 CEST, Geneva
Nuria González Prelcic
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5 May 2021
Unleashing the potential of machine learning to address spatial reuse in future IEEE 802.11 WLANs: an introduction to two problem statements for the ITU AI Challenge
14:00 - 15:00 CEST, Geneva
Francesc Wilhelmi
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12 May 2021
Towards cognitive autonomous networks (5G and beyond)
14:00 - 15:00 CEST, Geneva
Henning Sanneck
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21 May 2021
Graph neural networking challenge 2021: Creating a scalable network digital twin
14:00 - 15:00 CEST, Geneva
José Suárez-Varela
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25 May 2021
Machine learning for joint sensing and communication in future millimeter wave IEEE 802.11 WLANs
16:00 - 17:00 CEST, Geneva
Steve Blandino
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9 June 2021
Combinatorial optimization challenge: delivery route planning optimization
10:30 - 11:30 CEST, Geneva
Yang Xikun
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14 June 2021
Radio link failure prediction
15:00 - 16:00 CEST, Geneva
Evren Tuna
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24 June 2021
Understanding how people move using modern civilian radar
18:00 - 19:00 CEST, Geneva
Sevgi Z. Gürbüz
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29 June 2021
Lightning-fast modulation classification with hardware-efficient neural networks
16:00 - 17:00 CEST, Geneva
Alessandro Pappalardo, Michaela Blott, Yaman Umuroglu
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2 July 2021
Radio-strike: A reinforcement learning game for MIMO beam selection in unreal engine 3-D environments
16:00 - 17:00 CEST, Geneva
Aldebaro Klautau
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6 July 2021
Anomaly detection based on log analysis
11:00 - 12:00 CEST, Geneva
Jiansheng Xiong
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9 July 2021
Service migration algorithms in distributed edge computing systems
16:00 - 17:00 CEST, Geneva
Abdukodir Khakimov, Ammar Muthanna, Artem Volkov
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12 July 2021
Japan challenge (network failure detection & location estimation) and advances in machine learning for wireless communications
09:30 - 11:00 CEST, Geneva
Akihiro Nakao, Koichi Adachi, Koji Yamamoto...
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14 - 16 December 2021
ITU AI/ML in 5G grand challenge finale
14:00 - 16:00 CET, Geneva
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