Meet Yuki Mitsufuji, PhD, Lead Research Scientist at Sony AI, overseeing music and sound research projects within the organization’s AI for Creators Flagship. Yuki has spent the last decade building his career in music and sound technology. His groundbreaking work in this area has made him a pioneer in AI for music and sound. In our latest installment of Sights on AI, Yuki shares his inspiration for entering the fields of AI and entertainment, how Sony AI is thinking about research projects from a creator’s point of view, and why he believes AI can help aid in the future of music and sound creation. Read more: https://bit.ly/3M8nUa8 #SonyAI #AI #AIResearch
SonyAI
リサーチサービス
Sony AI is Sony's flagship AI organization whose mission is to "Unleash Human Imagination and Creativity with AI."
概要
Sony AI is Sony's flagship AI organization whose mission is to "Unleash Human Imagination and Creativity with AI".
- ウェブサイト
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https://www.ai.sony/
SonyAIの外部リンク
- 業種
- リサーチサービス
- 会社規模
- 社員 51 - 200名
- 本社
- Tokyo
- 種類
- 上場企業
- 創立
- 2020
場所
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プライマリ
1-7-1 Konan
Minato-ku
Tokyo、1080075、JP
SonyAIの社員
アップデート
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Exciting News! 🏆🚗 Sony AI has received the Outstanding Paper Award on Applications of Reinforcement Learning for the groundbreaking paper titled, "A Super-human Vision-based Reinforcement Learning Agent for Autonomous Racing in Gran Turismo"! This paper is one of six outstanding papers recognized at the 1st annual Reinforcement Learning Conference, and it marks a significant achievement in the field of AI and autonomous racing. The research introduces the first super-human car racing agent that uses only local sensor inputs, like an ego-centric camera view and onboard sensed quantities, to outperform the best human drivers in evaluations performed in Gran Turismo 7 on multiple tracks and cars. Congratulations to the entire team for this outstanding achievement! https://bit.ly/3YGrb8c #SonyAI #ReinforcementLearning #AutonomousRacing #GranTurismo #AIResearch #Innovation #AwardWinning
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Sony AI is a sponsor of the Reinforcement Learning (RL) Conference in Amherst, Massachusetts, from August 9 to 12, 2024 where we are honored to join some of the brightest minds in the field. One of the conference highlights will be the keynote address by Peter Stone, Chief Scientist at Sony AI. His talk, "Practical Reinforcement Learning: Lessons from 30 Years of Research," will cover: - Representation: Selecting the right algorithm and adapting representations. - Interaction: Engaging with agents and human trainers. - Synthesis: Combining algorithms and concepts. - Mortality: Addressing limited learning opportunities. Peter Stone will also discuss its innovative use of reinforcement learning in the development of Gran Turismo Sophy (GT Sophy) 2.0, a permanent feature currently found within the Gran Turismo 7 (GT7) for PlayStation 4 and 5® racing simulation games. For more details, read our latest blog post here https://bit.ly/4dAmbpN and visit https://rl-conference.cc/ for more conference information. #AI #ReinforcementLearning #AutonomousRacing #GranTurismo #SonyAI #RLConference2024
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We are thrilled to announce the appointment of Peter Stone as our Chief Scientist. With more than 30 years of expertise in AI and computer science, Peter will mentor our researchers and guide key projects, ensuring ethical AI advancements. Additionally, Peter Stone and Peter Wurman have been promoted to Deputy Presidents. Together, they will help shape the technical direction of Sony AI. Join us in celebrating these dynamic leaders who are set to redefine the future of AI! 🔗 Read the Press Release: https://lnkd.in/gpAMB4NH #SonyAI #ArtificialIntelligence #Leadership #AIResearch
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We're thrilled to announce that Jerone Andrews’ paper, "Measure Dataset Diversity, Don't Just Claim It", has won a Best Paper Award at #ICML2024! This recognition highlights the work being done to improve the reliability and validity of machine learning datasets. The paper addresses the complex issue of dataset diversity, a critical characteristic often cited but seldom rigorously defined or measured. It calls for clear definitions and robust validation methods to ensure that datasets genuinely embody the qualities they claim. By applying principles from measurement theory, the research provides a structured approach to conceptualizing, operationalizing, and evaluating dataset diversity. This work is essential not only for guiding dataset creators but also for equipping reviewers with the necessary insights to critically evaluate claimed dataset properties. The contributions extend beyond dataset creation, offering broader enhancements to machine learning and scientific practices and addressing the pervasive issue of the reproducibility crisis in science. Congratulations to the authors Dora Zhao, Jerone Andrews, Orestis Papakyriakopoulos, and Alice Xiang for their well-deserved award! 📖 Read the full paper here: https://bit.ly/3WEjWvU #AI #MachineLearning #Data #Diversity #ResponsibleAI #SonyAI
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🚀 Exciting News! 🚀 We are thrilled to introduce COALA, our vision-centric Federated Learning platform, featured at [ICML] Int'l Conference on Machine Learning 2024 this week! 🌟 COALA is a leap forward in federated learning (FL). Despite the name resembling those adorable Australian mammals, our COALA is the first vision-centric FL platform that supports various computer vision tasks. 🔍 Key Highlights: - Task-Level: Supports 15 vision tasks from classification to pose estimation and federated multiple-task learning. - Data-Level: Manages label/feature shifts, data annotation availability, and quantity imbalance. - Model-Level: Enables single, split, and multiple model training. Swipe through our carousel to discover the groundbreaking features and applications of COALA. 📲 🔗 https://bit.ly/4dhdsbE #ICML2024 #FederatedLearning #ComputerVision #COALA #MachineLearning #AI #DataScience #Research
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Calling all AI enthusiasts! 🚀 Sony AI's Vlad Hosu is leading a workshop and competition at the 2024 European Conference on Computer Vision (ECCV). This is a great opportunity for AI researchers and enthusiasts to test their skills, collaborate on innovative research, and win amazing prizes like a PS5 and Sony headphones. Mark these dates: 📅 July 24th: Final test data release (inputs only) 📅 July 29th: Submission deadline for test release output results Get involved and contribute to the future of AI. Find out more and participate here: https://bit.ly/3Y845qw #AI #SonyAI #ECCV2024 #AIResearch #AIChallenge #IQA, #NRIQA, #UHDIQA
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We are delighted to announce that we are attending the 2024 International Conference on Machine Learning (ICML) in Vienna, Austria, from July 21-27! 🎉 This prestigious event, held at the Messe Wien Exhibition Congress Center, is a fantastic opportunity to celebrate and engage with the groundbreaking work of researchers in the field of machine learning. A special thank you to our dedicated researchers whose work will be showcased. Your contributions are driving innovation and shaping the future of AI. Follow the link to stay up to date on the latest from ICML and join us in celebrating cutting-edge research! https://bit.ly/3KMhtcb #ICML2024 #MachineLearning #AI #Research #Innovation #Vienna
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Generative AI technologies hold great promise but also pose significant risks in terms of bias and privacy. Explore the key issues of allocative vs. representational harms and the gaps in current legal protections. Learn about the importance of data privacy in AI training and outputs. Let's work towards better practices and regulations to ensure fairness and privacy in AI. https://bit.ly/3W0soEf #AI #AIEthics #DataPrivacy #AIBias #SonyAI
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Discover the latest update for our next-generation AI racing agent, Gran Turismo Sophy, in the free July update to Gran Turismo 7, coming July 25, including additional track compatibility and new cars to race with GT Sophy. Stay tuned for more details and get ready to experience next-generation racing AI with GT Sophy. Watch the YouTube trailer: https://bit.ly/3WfNxvw Visit the official Gran Turismo website: https://lnkd.in/epxUq7p #GranTurismo #GT7 #GTSophy #RacingAI #Innovation
Introducing the "Gran Turismo 7" Free Update - July 2024
https://www.youtube.com/