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Houqiang Li

Researcher at University of Science and Technology of China

Publications -  612
Citations -  17591

Houqiang Li is an academic researcher from University of Science and Technology of China. The author has contributed to research in topics: Computer science & Motion compensation. The author has an hindex of 57, co-authored 520 publications receiving 12325 citations. Previous affiliations of Houqiang Li include China University of Science and Technology & Nanjing Medical University.

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Incorporating BERT into Neural Machine Translation

TL;DR: This article proposed a BERT-fused model, in which they first use BERT to extract representations for an input sequence, and then the representations are fused with each layer of the encoder and decoder of the NMT model through attention mechanisms.
Journal ArticleDOI

Effective Active Skeleton Representation for Low Latency Human Action Recognition

TL;DR: This paper proposes a novel active skeleton representation towards low latency human action recognition that is robust in calculating features related to joint positions, and effective in handling the unsegmented sequences.
Book ChapterDOI

Affinity Derivation and Graph Merge for Instance Segmentation

TL;DR: This work presents an instance segmentation scheme based on pixel affinity information, which is the relationship of two pixels belonging to the same instance, which uses two neural networks with similar structures to cluster pixels into instances.
Book ChapterDOI

Neighborhood preserving projections (NPP): a novel linear dimension reduction method

TL;DR: A novel unsupervised linear dimension reduction method, Neighborhood Preserving Projections (NPP), is proposed, which aims to approximate the classical locally linear embedding by introducing a linear transform matrix.