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egocentric video understanding

3 papers across 3 sessions

Poster Session 1

1 paper
Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Benchmarking Egocentric Multimodal Goal Inference for Assistive Wearable Agents
#4619 Spotlight · Vijay Veerabadran, Fanyi Xiao, Nitin Kamra, Pedro Matias, Joy Chen, Caley Drooff, Brett Roads, Riley J Williams, Ethan Henderson, Xuanyi Zhao, Kevin Carlberg, Joseph Tighe, Karl Ridgeway

First multi-modal (vision, audio, digital context, longitudinal) scripted dataset and benchmark for goal inference for wearable assistant agents.

Poster Session 2

1 paper
Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
OpenMMEgo: Enhancing Egocentric Understanding for LMMs with Open Weights and Data
#4619 · Hao Luo, Zihao Yue, Wanpeng Zhang, Yicheng Feng, Sipeng Zheng, Deheng Ye, Zongqing Lu

Poster Session 4

1 paper
Thursday, December 4, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Eyes Wide Open: Ego Proactive Video-LLM for Streaming Video
#4617 · Yulin Zhang, Cheng Shi, Yang Wang, Sibei Yang