HoloAssist
PulseAugur coverage of HoloAssist — every cluster mentioning HoloAssist across labs, papers, and developer communities, ranked by signal.
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XR gaze data representation impacts privacy and utility
A new research paper explores how the way gaze data is represented in extended reality (XR) systems can impact both user utility and privacy. The study, using the HoloAssist dataset, compared raw gaze, spatial attention…
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ReViV framework reconstructs 4D egocentric video with unified viewer and view dynamics
Researchers have introduced ReViV, a novel framework designed for comprehensive 4D reconstruction from monocular egocentric video. This system unifies the modeling of viewer and view dynamics, addressing limitations of …
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New SkillSpotter system grades skilled actions in multi-view videos
Researchers have developed SkillSpotter, a novel pose-aware architecture designed for detecting and grading skilled actions in multi-view videos. This system aims to enable personalized coaching in augmented reality set…
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New benchmark and architectures for proactive AI assistants released
Researchers have introduced EgoProactive, a new dataset and benchmark suite called Pro extsuperscript{2}Bench, designed to evaluate proactive procedural assistance systems. These systems aim to provide real-time, step-b…
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Grounding Video Reasoning in Physical Signals
Researchers have developed a new benchmark for evaluating physical video understanding, moving beyond simple event recognition to assess a model's ability to pinpoint events in time and space. This benchmark, which incl…