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Discovery - AI/ML in 5G

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

14 December 2022
2022 ITU AI/ML in 5G Grand Challenge Finale
13:30 - 15:30 CET Geneva | 07:30-09:30 EST, New York | 20:30-22:30 CST, Beijing
Chaesub Lee (ITU), Vishnu Ram OV, Thomas Basikolo (ITU)...
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29 November - 1 December 2022
2022 ITU AI/ML in 5G Challenge Play-offs (Presentations and Evaluation)
13:00 - 16:00 CET Geneva | 08:00-11:00 EST, New York | 20:00-23:00 CST, Beijing
Miya Nishio (University of Tokyo), Reinhard Scholl (ITU), Thomas Basikolo (ITU)...
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9 November 2022
ML5G Challenge tutorial #4: Machine Learning Model Optimization and Compression
11:00 - 11:50 CET Geneva | 05:00-05:50 EST, New York | 17:00-17:50 CST, Beijing
Thomas Basikolo (ITU), Miya Nishio (University of Tokyo)
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26 October 2022
ML5G Challenge tutorial #3: Machine Learning model building and training
11:00 - 11:50 CEST Geneva | 05:00-05:50 EST, New York | 17:00-17:50 CST, Beijing
Thomas Basikolo (ITU), Miya Nishio (University of Tokyo)
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12 October 2022
ML5G Challenge tutorial #2: Data Pre-processing
11:00 - 11:50 CEST Geneva | 05:00-05:50 EST, New York | 17:00-17:50 CST, Beijing
Thomas Basikolo (ITU), Miya Nishio (University of Tokyo)
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5 October 2022
ML5G Challenge tutorial: introduction to communication networks
11:00 - 12:00 CEST Geneva | 05:00-06:00 EST, New York | 17:00-18:00 CST, Beijing
Thomas Basikolo (ITU), Vishnu Ram OV
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26 August 2022
Synthetic Observability Data Generation using GANs
16:00 - 17:00 Geneva | 10:00-11:00 EST, New York | 22:00-23:00 CST, Beijing
Miya Nishio (University of Tokyo), Rohit Singh Rathaur (BIT Ranchi)
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24 August 2022
2022 Japan challenge「 ネットワーク障害検知と位置推定」
09:00 - 10:30 CEST, Geneva | 16:00-17:30 JST, Tokyo
Akihiro Nakao (University of Tokyo), Koichi Adachi (University of ElectroCommunications), Norihiro Fukumoto (University of Tokyo)...
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27 July 2022
“Slidin’ Videos”: Slide Transition Detection and Title Extraction in Lecture Videos
16:00 - 17:30 CEST, Geneva | 10:00-11:30 EDT, New York | 22:00-23:30 CST, Beijing
Bastiaan Quast (International Telecommunication Union), Miya Nishio (University of Tokyo), Vishnu Ram OV...
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15 July 2022
Intelligent Connectivity for XR-aided Teleoperation in 6G
14:00 - 15:10 CEST, Geneva | 08:00-09:10 EDT, New York | 20:00-21:10 CST, Beijing
Vishnu Ram OV, Yansha Deng (King's College London), Miya Nishio (University of Tokyo)
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12 July 2022
Higher energy efficiency in 5G RAN & Classification of network users
13:00 - 14:00 CEST, Geneva | 19:00-20:00 CST, Beijing | 07:00-08:00 EDT, New York
Yisheng Fang (ZTE), Vishnu Ram OV, Qingxian Xie (ZTE)
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6 July 2022
2022 Japan challenge (network failure prediction & location estimation)
09:00 - 11:00 CEST, Geneva | 16:00-18:00 JST, Tokyo | 03:00-05:00 EST, New York
Akihiro Nakao (University of Tokyo), Anan Sawabe (NEC Corporation), Koichi Adachi (University of ElectroCommunications)...
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1 July 2022
Synthetic Observability Data Generation using GANs
15:00 - 16:30 CEST, Geneva | 09:00-10:30 EDT, New York | 21:00-22:30 CST, Beijing
Thomas Basikolo (ITU), Vishnu Ram OV, Kai Lu (China Mobile Research Institute)...
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15 June 2022
Depth Map Estimation in 6G mmWave systems
15:00 - 16:30 CEST Geneva | 21:00-22:30 CST, Beijing | 09:00-10:30 EST, New York
Jelena Senic (NIST), Raied Caromi (National Institute of Standards and Technology, CTL, Wireless and Network Division), Steve Blandino (NIST)
Discovery - AI/ML in 5G, Discovery – TinyML Challenge
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14 June 2022
Machine Learning for Throughput Prediction in Multi-AP Wi-Fi Networks using Coordinated Spatial Reuse
14:00 - 15:30 CEST, Geneva | 20:00-21:30 CST, Beijing | 08:00-09:30 EDT, New York
Thomas Basikolo (ITU), Vishnu Ram OV, David Nuñez Cuadrad (Universitat Pompeu Fabra)
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13 June 2022
Multi-Modal Sensing Aided Communications and the Role of Machine Learning
18:00 - 19:30 CEST, Geneva | 12:00-13:30 EST, New York | 00:00-01:30 CST, Beijing
Thomas Basikolo (ITU), Vishnu Ram OV, Ahmed Alkhateeb (Arizona State University)
Discovery - AI/ML in 5G, Discovery – TinyML Challenge
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8 June 2022
Model-based deep learning: Applications improving imaging and communications
09:00 - 10:30 CEST, Geneva | 03:00-04:30 EST, New York | 15:00-16:30 CST, Beijing
Yonina Eldar (Weizmann Institute of Science), Thomas Basikolo (ITU), Vishnu Ram OV
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1 June 2022
I/Q-based Beam Classification with the DeepBeam Dataset
16:30 - 17:40 CEST, Geneva | 10:30-11:40 EDT, New York | 22:30-23:40 CST, Beijing
Michele Polese (Northeastern University), Thomas Basikolo (ITU), Vishnu Ram OV
Discovery - AI/ML in 5G, Discovery – TinyML Challenge
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27 May 2022
Improving Network Digital Twins through Data-centric AI
14:00 - 15:30 CEST, Geneva | 08:00-09:30 EDT, New York | 20:00-21:30 CST, Beijing
José Suárez-Varela (Universitat Politècnica de Catalunya), Thomas Basikolo (ITU), Vishnu Ram OV
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10 May 2022
Federated traffic prediction for 5G and beyond
14:00 - 15:30 CEST, Geneva | 08:00-09:30 EST, New York | 20:00-21:30 CST, Beijing
Francesc Wilhelmi (CTTC), Marco Miozzo (CTTC), Paolo Dini (CTTC)...
Discovery - AI/ML in 5G, Discovery – TinyML Challenge
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6 May 2022
From 5G to 6G: The key challenges to overcome
14:00 - 15:30 CEST, Geneva | 08:00-09:30 EDT, New York | 20:00-21:30 CST, Beijing
Sławomir Stańczak (HHI)
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22 April 2022
From Semantic Communication to Semantic-aware Networking: Model, Architecture, and Open Problems
10:00 - 11:30 CEST, Geneva | 16:00-17:30 CST, Beijing | 04:00-05:30 EST, New York
Yong Xiao (HUST)
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11 April 2022
Fueling the Next Quantum Leap in Mobile Networks: Embracing AI in 5G Evolution towards 6G
16:00 - 17:30 CEST, Geneva | 07:00-08:30 PST, San Francisco
Xingqin Lin (410Labs)
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22 February 2022
5G to 6G: Applications and enabling technologies from Singapore’s research activities and initiatives
13:00 - 14:00 CET, Geneva | 20:00-21:00 SST, Singapore
Sumei Sun (I2R)
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9 February 2022
Distributed Machine Learning and Wireless Networks: A Closer Union
15:00 - 16:30 CET, Geneva
Walid Saad (Virginia Tech)
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Build
14 December 2021
ITU AI/ML in 5G Grand Challenge Finale
13:30 - 15:30 CET, Geneva
Chaesub Lee (ITU), Vishnu Ram OV, Kees Vissers (Xilinx Research)...
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30 November - 2 December 2021
ITU AI/ML in 5G Grand Challenge Finale 2021 – Final Presentations
13:00 - 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 (Abdus Salam International Centre for Theoretical Physics), Marcelo Rovai (Universidade Federal de Itajubá)
Discovery - AI/ML in 5G, Discovery – TinyML Challenge
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Data driven base banner
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 (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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