Search Results for author: Dian Gu

Found 3 papers, 0 papers with code

TRIZ Method for Urban Building Energy Optimization: GWO-SARIMA-LSTM Forecasting model

no code implementations20 Oct 2024 Shirong Zheng, Shaobo Liu, Zhenhong Zhang, Dian Gu, Chunqiu Xia, Huadong Pang, Enock Mintah Ampaw

The main contribution of this research is the development of a robust model that leverages the strengths of TRIZ and advanced deep learning techniques, improving the accuracy of energy consumption predictions.

energy management

Cross-Modal ASR Post-Processing System for Error Correction and Utterance Rejection

no code implementations10 Jan 2022 Jing Du, ShiLiang Pu, Qinbo Dong, Chao Jin, Xin Qi, Dian Gu, Ru Wu, Hongwei Zhou

Although modern automatic speech recognition (ASR) systems can achieve high performance, they may produce errors that weaken readers' experience and do harm to downstream tasks.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2

FeCaffe: FPGA-enabled Caffe with OpenCL for Deep Learning Training and Inference on Intel Stratix 10

no code implementations18 Nov 2019 Ke He, Bo Liu, Yu Zhang, Andrew Ling, Dian Gu

In this paper, we firstly propose the FeCaffe, i. e. FPGA-enabled Caffe, a hierarchical software and hardware design methodology based on the Caffe to enable FPGA to support mainline deep learning development features, e. g. training and inference with Caffe.

Deep Learning

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