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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.

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1 result for “reduced-gate”

Reduced-Gate Convolutional LSTM Using Predictive Coding for Spatiotemporal Predictioncs.LG

Reduced-gate LSTM improves spatiotemporal prediction with less parameters.

problem Next-frame video prediction in deep learning.

method Predictive coding framework with reduced-gate convolutional LSTM.

result Reduced-gate model achieves equal or better accuracy with fewer parameters.

spatiotemporal prediction predictive coding convLSTM reduced-gate long short-term memory

2018-10-16abs ↗pdf ↗