Enabling On-Device Learning at Scale
Explore the future of AI-powered personalized experiences in this 37-minute webinar by Joseph Soriaga, Sr. Director of Technology at Qualcomm. Dive into the world of on-device learning and its potential to revolutionize data processing on edge devices while maintaining user privacy. Discover the latest research in few-shot learning, continuous learning, and federated learning. Gain insights into the challenges and solutions for moving from research to commercialization in on-device learning. Learn about self-supervised learning, keyword spotting, semantic segmentation, and user verification techniques. Understand the implementation of back propagation, quantized training, and memory reduction strategies for efficient on-device learning at scale.