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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.

168,657 papers · 148 categories

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2 results for “EmbraceNet”

EmbraceNet for Activity: A Deep Multimodal Fusion Architecture for Activity Recognitioneess.SP

EmbraceNet fusion model for multi-sensor activity recognition.

problem Human activity recognition using multiple sensors is challenging.

method Independent processing of each sensor, feature fusion with EmbraceNet, post-processing, and additional processes.

result Improved performance in SHL recognition challenge.

activity recognition deep learning multimodal fusion EmbraceNet sensor data

2020-04-29abs ↗pdf ↗

EmbraceNet: A robust deep learning architecture for multimodal classificationcs.LG

Classification using multimodal data arises in many machine learning applications. It is crucial not only to model cross-modal relationship effectively but also to ensure robustness against loss of part of data or modalities. In this paper, we propose a novel deep learning-based multimodal fusion architecture for class…

2019-04-19abs ↗pdf ↗