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Egocentric Video

3 articles · Page 1 of 1
Data Party THU
Data Party THU
Sep 7, 2026 · Artificial Intelligence

Vision-Language Models for Egocentric Video: From Hand-Object Interaction to Embodied AI

This survey reviews vision-language models for egocentric video, analyzing why standard VLMs fail on first-person footage and how hand-object interaction, spatiotemporal reasoning, graph-based representations, and semantic alignment bridge the gap toward embodied AI applications.

Egocentric VideoGraph Neural NetworksHand-Object Interaction
0 likes · 23 min read
Vision-Language Models for Egocentric Video: From Hand-Object Interaction to Embodied AI
Machine Heart
Machine Heart
Jun 13, 2026 · Artificial Intelligence

Zero‑Shot Dual‑Arm Robot Learning from 30 Minutes of Human Egocentric Video (HumanEgo)

HumanEgo shows that a single 30‑minute egocentric video captured with a wearable Aria camera can train a dual‑arm robot to achieve 92.5% success on four real‑world tasks, transfer zero‑shot across robots, cameras and environments, and outperform tele‑operation while requiring far less data.

Egocentric VideoFlow MatchingHumanEgo
0 likes · 11 min read
Zero‑Shot Dual‑Arm Robot Learning from 30 Minutes of Human Egocentric Video (HumanEgo)
AntTech
AntTech
May 8, 2026 · Artificial Intelligence

Join the ACM MM 2026 EgoLink Challenge to Advance Egocentric Reasoning

The ACM MM 2026 EgoLink Grand Challenge invites researchers to tackle egocentric video understanding by evaluating social reasoning, causal inference, intent prediction, and multimodal interaction, offering two tracks that test perception‑reasoning‑action loops on real‑world first‑person datasets.

ACM MM 2026Egocentric Videochallenge
0 likes · 10 min read
Join the ACM MM 2026 EgoLink Challenge to Advance Egocentric Reasoning