Discovery - AI/ML in 5G

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

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14 December 2021
ITU AI/ML in 5G grand challenge finale
14:00 - 16:00 CET, Geneva
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23 November 2021
AIoT – When IoT meets AI: The marvelous world of TinyML
14:00 - 15:00 CET, Geneva
Marco Zennaro (The Abdus Salam International Centre for Theoretical Physics (ICTP)), Marcelo Rovai (Universidade Federal de Itajubá)
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10 November 2021
Data-driven baseband processing and sensing for smart & efficient virtualized RAN in 5G and beyond
15:00 - 16:00 CET, Geneva
Tim O’Shea (DeepSig Inc)
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22 October 2021
Reconfigurable intelligent surfaces: Model-based and data-driven optimization
14:00 - 15:00 CEST, Geneva
‪Marco Di Renzo (CNRS & Paris-Saclay University)
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5 October 2021
DeepBeam: Deep waveform learning for coordination-free beam management in mmWave networks
17:00 - 18:00 CEST, Geneva
Michele Polese (Northeastern University)
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28 September 2021
Learning to communicate (LeanCom): Deep learning based solutions for the physical layer of communications
10:00 - 11:00 CEST, Geneva | 09:00-10:00 UK Time
Christos Masouros (University College London)
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23 September 2021
Engineering smart and secure networks using game theory and machine learning
09:00 - 10:00 CEST Geneva | 17:00-18:00 Melbourne
Tansu Alpcan (The University of Melbourne)
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16 September 2021
AI: A networking and communication perspective
10:00 - 11:00 CEST, Geneva | 16:00-17:00 Singapore Time
Tony Q.S. Quek (Singapore University of Technology and Design)
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13 September 2021
Radio-strike: Um jogo de aprendizado por reforço para beam selection em ambientes 3D modelados usando unreal engine
15:00 - 16:00 CEST, Geneva
Francisco Müller (Universidade Federal do Pará)
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27 August 2021
邀请参加ITU-T AI/ML in 5G挑战赛中国赛区比赛
10:00 - 12:00 CEST, Geneva | 16:00-18:00 Beijing
Yang Xikun (ZTE)
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13 August 2021
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
09:00 - 11:00 CEST Geneva | 16:00-18:00 JST
Akihiro Nakao (University of Tokyo), Koichi Adachi (University of ElectroCommunications), Koji Yamamoto (Kyoto University)...
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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 (University of Tokyo), Koichi Adachi (University of ElectroCommunications), Koji Yamamoto (Kyoto University)...
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9 July 2021
Service migration algorithms in distributed edge computing systems
16:00 - 17:00 CEST, Geneva
Abdukodir Khakimov (St. Petersburg State University of Telecommunications), Ammar Muthanna (St. Petersburg State University of Telecommunications), Artem Volkov (St. Petersburg State University of Telecommunications)
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6 July 2021
Anomaly detection based on log analysis
11:00 - 12:00 CEST, Geneva
Jiansheng Xiong (China Unicom)
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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 (Federal University of Pará (UFPA))
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29 June 2021
Lightning-fast modulation classification with hardware-efficient neural networks
16:00 - 17:00 CEST, Geneva
Alessandro Pappalardo (Xilinx), Michaela Blott (Xilinx), Yaman Umuroglu (Xilinx)
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24 June 2021
Understanding how people move using modern civilian radar
18:00 - 19:00 CEST, Geneva
Sevgi Z. Gürbüz (University of Alabama)
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14 June 2021
Radio link failure prediction
15:00 - 16:00 CEST, Geneva
Evren Tuna (Turkcell)
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9 June 2021
Combinatorial optimization challenge: delivery route planning optimization
10:30 - 11:30 CEST, Geneva
Yang Xikun (ZTE)
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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 (National Institute of Standards and Technology (NIST))
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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 (Universitat Politècnica de Catalunya)
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12 May 2021
Towards cognitive autonomous networks (5G and beyond)
14:00 - 15:00 CEST, Geneva
Henning Sanneck (Nokia Bell Labs)
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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 (Centre Tecnològic de Telecomunicacions de Catalunya (CTTC))
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27 April 2021
Multidevice localization with mmWave signals in factory environments
15:00 - 16:00 CEST, Geneva
Nuria González Prelcic (North Carolina State University)
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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 (University of Ottawa)
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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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8 December 2020
Toward open, programmable, and virtualized 5G networks
13:00 - 14:00 CET, Geneva
Michele Polese (Northeastern University)
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4 December 2020
Invited talk: “Scaling CNN inference for extreme throughput”
14:00 - 15:00 CET, Geneva
Michaela Blott (Xilinx)
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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 (DIETI, University of Naples, Federico II)
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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 (Nokia Bell Labs)
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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 (Net AI , University of Edinburgh)
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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 (CNRS & Paris-Saclay University)
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4 September 2020
How to bring AI into 5G radio access network
13:00 - 14:00 CEST, Geneva
Qi Sun (China Mobile)
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1 September 2020
Milvus: An open source vector similarity search engine
13:00 - 14:00 CEST, Geneva
Jun Gu (Zilliz)
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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 (St. Petersburg State University of Telecommunications), Artem Volkov (St. Petersburg State University of Telecommunications)
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26 August 2020
ITU AI/ML in 5G Challenge —” Network topology optimization”
12:00 - 13:00 CEST, Geneva
Qiang Cheng (China Academy of Information and Communications Technology (CAICT)), Wang Xing (China Mobile Research Institute)
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21 August 2020
A Universal Compression Algorithm for Deep Neural Networks
13:00 - 14:00 CEST, Geneva
Wojciech Samek (Fraunhofer Heinrich Hertz Institute)
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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 (China Information and Communication Technologies Group Corporation (CICT))
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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 (University of Tokyo), Koji Yamamoto (Kyoto University), Tomohiro Otani (KDDI Research, Inc.)
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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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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 (University of Tokyo), Koji Yamamoto (Kyoto University), Tomohiro Otani (KDDI Research, Inc.)
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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 (Indian Institute of Technology)
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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 (Indian Institute of Technology)
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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 (Turkcell 5G R&D)
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