Search Results for author: Zhi Qi

Found 4 papers, 2 papers with code

MABNet: A Lightweight Stereo Network Based on Multibranch Adjustable Bottleneck Module

no code implementations ECCV 2020 Jiabin Xing, Zhi Qi, Jiying Dong, Jiaxuan Cai, Hao liu

MABNet is based on a novel Multibranch Adjustable Bottleneck (MAB) module, which is less demanding on parameters and computation.

Disparity Estimation

RepBNN: towards a precise Binary Neural Network with Enhanced Feature Map via Repeating

1 code implementation19 Jul 2022 Xulong Shi, Zhi Qi, Jiaxuan Cai, Keqi Fu, Yaru Zhao, Zan Li, Xuanyu Liu, Hao liu

Binary neural network (BNN) is an extreme quantization version of convolutional neural networks (CNNs) with all features and weights mapped to just 1-bit.

Binarization Quantization

LPC-AD: Fast and Accurate Multivariate Time Series Anomaly Detection via Latent Predictive Coding

no code implementations5 May 2022 Zhi Qi, Hong Xie, Ye Li, Jian Tan, Feifei Li, John C. S. Lui

LPC-AD is motivated by the ever-increasing needs for fast and accurate MTS anomaly detection methods to support fast troubleshooting in cloud computing, micro-service systems, etc.

Anomaly Detection Cloud Computing +2

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