SemanticXR introduces the first device-cloud system for real-time open-vocabulary semantic mapping and querying that organizes work around semantically identifiable objects to meet XR power, bandwidth, and memory limits.
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6 Pith papers cite this work. Polarity classification is still indexing.
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JARVIS delivers VLM-powered contextual AR guidance with state verification for cross-reality tasks, improving usability and success rates over baselines in a 14-person study.
Formative study (N=12) of physical event arrangement yields choreographic design approach and AR prototype for situated timelines.
ErgoGlide is a finger-worn trackball paired with a hive-like virtual keyboard that improves typing accuracy, ergonomics, and usability in VR per three user studies, with speed gains after training.
XARP provides a WebSocket-based remote-procedure system that lets Python code and AI agents control Unity XR clients, with benchmarks and user studies showing faster iteration than conventional XR workflows.
Semantic Reality maintains a persistent connectivity graph of objects in AR via multimodal reasoning and action recognition, then visualizes relationships to aid understanding and task guidance.
citing papers explorer
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SemanticXR: Low Power and Real-time Queryable Semantic Mapping with an Object-Level Device-Cloud Architecture
SemanticXR introduces the first device-cloud system for real-time open-vocabulary semantic mapping and querying that organizes work around semantically identifiable objects to meet XR power, bandwidth, and memory limits.
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JARVIS: A Just-in-Time Augmented Reality VLM-Powered Instruction System for Cross-Reality Task Guidance
JARVIS delivers VLM-powered contextual AR guidance with state verification for cross-reality tasks, improving usability and success rates over baselines in a 14-person study.
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The Choreography of Augmented Reality Timelines: Studying the Relative Position, Chronology, & Situatedness of Event Sequences
Formative study (N=12) of physical event arrangement yields choreographic design approach and AR prototype for situated timelines.
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ErgoGlide: A Wearable Trackball Device for Ergonomic Text Entry in Virtual Reality
ErgoGlide is a finger-worn trackball paired with a hive-like virtual keyboard that improves typing accuracy, ergonomics, and usability in VR per three user studies, with speed gains after training.
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Semantic Reality: Interactive Context-Aware Visualization of Inter-Object Relationships in Augmented Reality
Semantic Reality maintains a persistent connectivity graph of objects in AR via multimodal reasoning and action recognition, then visualizes relationships to aid understanding and task guidance.