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Stan Z. Li
Researcher at Westlake University
Publications - 625
Citations - 49737
Stan Z. Li is an academic researcher from Westlake University. The author has contributed to research in topics: Facial recognition system & Computer science. The author has an hindex of 97, co-authored 532 publications receiving 41793 citations. Previous affiliations of Stan Z. Li include Microsoft & Macau University of Science and Technology.
Papers
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Proceedings ArticleDOI
Wordreg: Mitigating the Gap between Training and Inference with Worst-Case Drop Regularization
TL;DR: Wang et al. as discussed by the authors proposed WordReg, a simple yet effective regularization built on dropout that enforces the consistency between the outputs of different sub-models sampled by dropout.
Posted Content
WiderPerson: A Diverse Dataset for Dense Pedestrian Detection in the Wild
TL;DR: A large and diverse dataset named WiderPerson for dense pedestrian detection in the wild, which contains dense pedestrians with various kinds of occlusions, and finds the classification ability of pedestrian detector needs to be improved to reduce false alarm and misdetection rates.
Posted Content
Deep Manifold Computing and Visualization
Stan Z. Li,Zelin Zang,Lirong Wu +2 more
TL;DR: A novel method, called elastic locally isometric smoothness (ELIS), to empower deep neural networks with such an ability to preserve local geometry of highly nonlinear manifolds in high dimensional spaces and properly unfold them into lower dimensional hyperplanes is proposed.
Book ChapterDOI
Parameter Estimation in Optimal Object Recognition
TL;DR: This chapter1 presents a novel theory of parameter estimation for optimization-based object recognition where the optimal solution is defined as the global minimum of an energy function.