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Discovery - AI/ML in 5G

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

8 November 2024
AI/ML Challenge Finale: Radio Resource Management for 6G and Multi-user scheduling in massive MIMO
15:00 - 16:15 CET Geneva | 09:00-10:15 EST, New York | 22:00-23:15 CST, Beijing
Rahman Doost-Mohammady (Rice University), Saeed Hakimi (Aalborg University), Thomas Basikolo (ITU)...
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6 August 2024
Green Energy and Traffic Forecasting using AI/ML Challenge Launch
14:00 - 15:00 CEST Geneva | 08:00-09:00 EDT, New York | 20:00-21:00 CST, Beijing
Tareq Si Salem (Huawei), Nicola Piovesan (Huawei), Jiaying Meng (ITU)...
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17 July 2024
Enabling Distributed Applications with Online Machine Learning
17:00 - 18:00 CEST Geneva | 11:00-12:00 EDT, New York | 23:00-00:00 CST, Beijing
Carlee Joe-Wong (Carnegie Mellon University), Jiaying Meng (ITU), Vishnu Ram OV (Consultant)
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26 June 2024
Radio Resource Management for 6G in-X Subnetworks
14:00 - 15:00 CEST Geneva | 08:00-09:00 EDT, New York | 20:00-21:00 CST, Beijing
Saeed Hakimi (Aalborg University), Jiaying Meng (ITU), Vishnu Ram OV (Consultant)
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31 May 2024
AI to the rescue: Revolutionizing cyber fraud detection, prevention and reporting
13:00 - 13:15
Rajkumar Upadhyay (C-DOT)
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13 May 2024
Enhancing NextG with ML-based Multi-User Resource Scheduling
16:00 - 17:00 CEST Geneva | 10:00-11:00 EDT, New York | 22:00-23:00 CST, Beijing
Ashutosh Sabharwal (Rice University), Rahman Doost-Mohammady (Rice University), Santiago Segarra (Rice University)...
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6 May 2024
Specializing Large Language Models for Telecom Networks
17:00 - 18:00 CEST Geneva | 11:00-12:00 EDT, New York | 23:00-00:00 CST, Beijing
Antonio De Domenico (Huawei), Vishnu Ram OV (Consultant), Shexiu Huang (ITU)
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1 May 2024
Convergence of AI and Telecommunications Technologies
11:00 - 12:00
Akihiro Nakao (University of Tokyo), Jiaying Meng (ITU), Vishnu Ram OV (Consultant)
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14 December 2023
AI/ML Challenge Finale: Graph Neural Networking Challenge and Network failure using digital twins
14:00 - 15:30 CET Geneva | 08:00-09:30 EST, New York | 21:00-22:30 CST, Beijing
Norihiro Fukumoto (University of Tokyo), Junichi Kawasaki (KDDI Research, Inc.), Miya Nishio (University of Tokyo)...
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7 December 2023
AI/ML Challenge Finale: Multi Modal V2V Beam Prediction, Depth Map Estimation in 6G, and 3D Location Estimation
14:30 - 16:00 CET Geneva | 08:30-10:00 EST, New York | 21:30-23:00 CST, Beijing
Ahmed Alkhateeb (Arizona State University), Koichi Adachi (), Miya Nishio (University of Tokyo)...
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10 November 2023
Pervasive and Sustainable AI with Adaptive Computing
14:00 - 15:00 CET Geneva | 08:00-09:00 EST, New York | 21:00-22:00 CST, Beijing
Michaela Blott (AMD Research), Vishnu Ram OV (Consultant), Miya Nishio (University of Tokyo)
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27 October 2023
5G-Energy Consumption Modelling: AI/ML solutions for Climate Change
14:00 - 16:00 CEST Geneva | 08:00-16:00 EDT, New York | 20:00-22:00 CST, Beijing
Nicola Piovesan (Huawei), Xi Zheng (Huawei), Thomas Basikolo (ITU)...
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25 October 2023
AI/ML Challenge Finale: QoS prediction, Network Traffic Scenario Prediction & SDN Security
13:00 - 15:00 CEST Geneva | 07:00-09:00 EDT, New York | 19:00-20:00 CST, Beijing
Evren Tuna (Ulak Communications), Liya Yuan (ZTE), Rodrigo Hernangómez (HHI)...
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5 October 2023
AI/ML Challenge Finale: Fault Impact Analysis for 5G using AI/ML
14:00 - 15:30 CEST Geneva | 08:00-09:30 EDT, New York | 20:00-21:30 CST, Beijing
Antonio De Domenico (Huawei), Thomas Basikolo (ITU), Vishnu Ram OV (Consultant)
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22 August 2023
2023 Japan challenge 「 日本語ウェビナー」
09:00 - 11:00 CEST Geneva | 16:00-18:00 JST, Tokyo | 03:00-05:00 EDT, New York
Akihiro Nakao (University of Tokyo), Junichi Kawasaki (KDDI Research, Inc.), Yusuke Shinohara (NEC)...
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15 August 2023
Lessons learned in radio channel measurements and modeling: Promising opportunities for deep learning for physical layer wireless communication networks and sensing
17:00 - 18:00 CEST Geneva | 11:00-12:00 EDT, New York | 23:00-00:00 CST, Beijing
Theodore S. Rappaport (New York University), Thomas Basikolo (ITU)
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1 August 2023
2023 Japan challenge | Network Failure Classification using Network Digital Twin
09:00 - 11:00 CEST Geneva | 16:00-18:00 JST, Tokyo | 03:00-05:00 EDT, New York
Akihiro Nakao (University of Tokyo), Koichi Adachi (University of ElectroCommunications), Norihiro Fukumoto (University of Tokyo)...
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11 July 2023
AI/ML for 5G-Energy Consumption Modelling
15:00 - 16:00 CEST Geneva | 09:00-10:00 EDT, New York | 21:00-22:00 CST, Beijing
Nicola Piovesan (Huawei), Thomas Basikolo (ITU), Vishnu Ram OV (Consultant)
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3 July 2023
Graph Neural Networking challenge 2023: Building a Network Digital Twin using data from real networks
14:00 - 15:00 CEST Geneva | 08:00-09:00 EDT, New York | 20:00-21:00 CST, Beijing
Albert Cabellos (Universitat Politècnica de Catalunya), Thomas Basikolo (ITU), Vishnu Ram OV (Consultant)
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19 June 2023
Network Traffic Classification 3.0
14:00 - 15:00 CEST Geneva | 08:00-09:00 EDT, New York | 20:00-21:00 CST, Beijing
Domenico Ciuonzo (), Vishnu Ram OV (Consultant), Thomas Basikolo (ITU)...
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12 June 2023
AI – Fuel for the NextGen AR/VR
13:00 - 14:00 CEST Geneva | 07:00-08:00 EDT, New York | 19:00-20:00 CST, Beijing
Brejesh Lall (Indian Institute of Technology), Thomas Basikolo (ITU), Vishnu Ram OV (Consultant)
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8 June 2023
Driving operational efficiency in mobile networks using deep traffic analytics
14:00 - 15:00 CEST Geneva | 08:00-09:00 EDT, New York | 20:00-21:00 CST, Beijing
(), Thomas Basikolo (ITU), Vishnu Ram OV (Consultant)
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30 May 2023
Sustainable and multifunctional wireless networks: the role of ML
10:00 - 11:00 CEST Geneva | 04:00-05:00 EDT, New York | 16:00-17:00 CST, Beijing
Christos Masouros (University College London), Vishnu Ram OV (Consultant), Miya Nishio (University of Tokyo)
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29 May 2023
Machine Learning for SDN security: improving intrusion and vulnerability detection
15:00 - 16:00 CEST Geneva | 09:00-10:00 EDT, New York | 21:00-22:00 CST, Beijing
Evren Tuna (Ulak Communications), Thomas Basikolo (ITU), Vishnu Ram OV (Consultant)
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23 May 2023
Multi-environment automotive QoS prediction using AI/ML
11:00 - 12:00 CEST Geneva | 05:00-06:00 EDT, New York | 17:00-18:00 CST, Beijing
Rodrigo Hernangómez (HHI), Vishnu Ram OV (Consultant), Miya Nishio (University of Tokyo)
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15 May 2023
Digital-twin-enabled 6G: Depth Map Estimation in 6G mmWave systems
14:00 - 15:00 CEST Geneva | 08:00-09:00 EDT, New York | 20:00-21:00 CST, Beijing
Steve Blandino (NIST), Yeswanth Guddeti (Samsung), Thomas Basikolo (ITU)...
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9 May 2023
Fault Impact Analysis for 5G using AI/ML
10:00 - 11:00 CEST Geneva | 16:00-17:00 CST, Beijing | 04:00-05:00 EDT, New York
Xi Zheng (Huawei), Antonio De Domenico (Huawei), Vishnu Ram OV (Consultant)...
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5 April 2023
Next-Gen WiFi Throughput Prediction
11:00 - 12:00 CEST Geneva | 05:00-06:00 EDT, New York | 17:00-18:00 CST, Beijing
David Nuñez Cuadrad (Universitat Pompeu Fabra), Boris Balleta (UPF), Gourav Saha (Mahindra University)...
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2 March 2023
Enabling intrusion detection in 5G networks via novel datasets
14:00 - 15:00 CET Geneva | 08:00-09:00 EST, New York | 21:00-22:00 CST, Beijing
Madhusanka Liyanage (University College Dublin), Yushan Siriwardhana (University of Oulu), Thomas Basikolo (ITU)...
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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 (Consultant), 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 (Consultant)
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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 (Consultant)...
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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 (Consultant), 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 (Consultant), 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 (Consultant), 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 (Consultant), 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 (Consultant), 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 (Consultant)
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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 (Consultant)
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 (Telefonica Research), Thomas Basikolo (ITU), Vishnu Ram OV (Consultant)
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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 (Nokia Bell Labs), 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
()
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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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14 December 2021
ITU AI/ML in 5G Grand Challenge Finale
13:30 - 15:30 CET, Geneva
Chaesub Lee (ITU), Vishnu Ram OV (Consultant), 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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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 (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 (AMD Research), 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 (Ulak Communications)
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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 (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 (Telefonica Research)
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12 May 2021
Towards cognitive autonomous networks (5G and beyond)
14:00 - 15:00 CEST, Geneva
Henning Sanneck (Apple)
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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 (Nokia Bell Labs)
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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 (AMD Research)
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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 (NVIDIA)
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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)
Discovery - AI/ML in 5G
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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 (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 (Technical University Berlin)
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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 (CICT)
Discovery - AI/ML in 5G
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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.)
Discovery - AI/ML in 5G
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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 (LYIT)
Discovery - AI/ML in 5G
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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.)
Discovery - AI/ML in 5G
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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)
Discovery - AI/ML in 5G
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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)
Discovery - AI/ML in 5G
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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 (OREDATA)
Discovery - AI/ML in 5G
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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 (ZTE)
Discovery - AI/ML in 5G
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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 (Nokia Bell Labs)
Discovery - AI/ML in 5G
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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 (North Carolina State University)
Discovery - AI/ML in 5G
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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 (UFPA)
Discovery - AI/ML in 5G
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19 June 2020
ITU AI/ML in 5G Challenge: Graph Neural Networking Challenge 2020
14:00 - 15:00 CEST, Geneva
José Suárez-Varela (Telefonica Research)
Discovery - AI/ML in 5G
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