{"type": "article", "title": "Versatile On-device Adaptation at the Edge by Unifying Few-shot, Zero-shot, Continual, and In-context Learning", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/versatile-on-device-adaptation-at-the-edge-by-unifying-few-shot-zero-shot-and-in", "original_source": "https://www.machinebrief.com/news/versatile-on-device-adaptation-at-the-edge-by-unifying-few-s-bqyz", "published": "2026-08-03T04:00:00+00:00", "accessed": "2026-08-03", "id": "versatile-on-device-adaptation-at-the-edge-by-unifying-few-shot-zero-shot-and-in"}