On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,878 papers · 148 categories

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2 results for “device-free”

Wi-Fringe: Leveraging Text Semantics in WiFi CSI-Based Device-Free Named Gesture Recognitioneess.SP

Wi-Fringe recognizes named gestures using WiFi CSI without training data.

problem Lack of training data for WiFi-based gesture recognition.

method WiFi CSI values paired with activity names for recognition.

result Wi-Fringe detects activities with or without training data.

WiFi CSI gesture recognition named gestures activity recognition device-free

2019-08-16abs ↗pdf ↗

Device-Free User Authentication, Activity Classification and Tracking using Passive Wi-Fi Sensing: A Deep Learning Based Approachcs.LG

Deep learning predicts user identity, activity, and location from Wi-Fi signals.

problem Privacy concerns and need for non-invasive user authentication, activity classification, and tracking.

method End-to-end deep learning framework using passive Wi-Fi signals.

result System autonomously predicts user identity, activity, and location without user intervention.

user authentication activity classification tracking deep learning Wi-Fi

2019-11-26abs ↗pdf ↗