benchmark dataset 1egocentric video 1memory-augmented agents 1on-device AI 1proactive assistance 1temporal reasoning 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CV2026
GROVE: Growing and Reasoning over Temporally Stratified Memory from Streaming Video Experience
Sitong Gong, Caixin Kang, Tianyu Yan +7
A wearable assistant should both answer questions about its visual history and recognize when that history is useful to the present situation. Existing video-memory systems primari…
cs.CV2026
Vinci2: Providing Proactive Assistance in Continuous Egocentric Videos
Gong Sitong, Tianyu Yan, Caixin Kang +6
The paper introduces Vinci2, a proactive on‑device assistant for continuous egocentric video that decides when to intervene by using memory‑augmented reasoning, and presents EgoSer…