SonyAI’s Post

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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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