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Feature Lenses: Plug-and-play Neural Modules for Transformation-Invariant Visual Representations


Apr 12, 2020
Shaohua Li, Xiuchao Sui, Jie Fu, Yong Liu, Rick Siow Mong Goh

* 20 pages 

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Illumination Robust Loop Closure Detection with the Constraint of Pose


Dec 27, 2019
Deli Yan, Wenkun Tuo, Weiming Wang, Shaohua Li


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Invariant Cubature Kalman Filter for Monocular Visual Inertial Odometry with Line Features


Dec 26, 2019
Deli Yan, Chunhui Wu, Weiming Wang, Yu Song, Shaohua Li


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RoboCoDraw: Robotic Avatar Drawing with GAN-based Style Transfer and Time-efficient Path Optimization


Dec 11, 2019
Tianying Wang, Wei Qi Toh, Hao Zhang, Xiuchao Sui, Shaohua Li, Yong Liu, Wei Jing

* Accepted by AAAI2020 

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Multi-Instance Multi-Scale CNN for Medical Image Classification


Jul 31, 2019
Shaohua Li, Yong Liu, Xiuchao Sui, Cheng Chen, Gabriel Tjio, Daniel Shu Wei Ting, Rick Siow Mong Goh

* Accepted by MICCAI 2019 

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Fine-grained Attention-based Video Face Recognition


May 06, 2019
Zhaoxiang Liu, Huan Hu, Jinqiang Bai, Shaohua Li, Shiguo Lian

* 9 pages, 6 figures 

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Deep Learning-based Face Pose Recovery


Apr 30, 2019
Zhaoxiang Liu, Zezhou Chen, Jinqiang Bai, Shaohua Li, Shiguo Lian

* 14 pages,5 figures 

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Enhanced Attacks on Defensively Distilled Deep Neural Networks


Nov 16, 2017
Yujia Liu, Weiming Zhang, Shaohua Li, Nenghai Yu


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Laplacian-Steered Neural Style Transfer


Jul 30, 2017
Shaohua Li, Xinxing Xu, Liqiang Nie, Tat-Seng Chua

* Accepted by the ACM Multimedia Conference (MM) 2017. 9 pages, 65 figures 

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Dirichlet-vMF Mixture Model


Feb 24, 2017
Shaohua Li

* 5 pages 

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Generative Topic Embedding: a Continuous Representation of Documents (Extended Version with Proofs)


Aug 08, 2016
Shaohua Li, Tat-Seng Chua, Jun Zhu, Chunyan Miao

* 13 pages. The original version has been accepted in ACL 2016 as a long paper 

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PSDVec: a Toolbox for Incremental and Scalable Word Embedding


Jun 10, 2016
Shaohua Li, Jun Zhu, Chunyan Miao

* 12 pages, accepted by Neurocomputing, Software Track on Original Software Publications 

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A Generative Word Embedding Model and its Low Rank Positive Semidefinite Solution


Aug 16, 2015
Shaohua Li, Jun Zhu, Chunyan Miao

* Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP) 2015 2015, 11 pages, 2 figures 

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On the Equivalence of Factorized Information Criterion Regularization and the Chinese Restaurant Process Prior


Jul 01, 2015
Shaohua Li

* 3 pages 

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Factorized Asymptotic Bayesian Inference for Factorial Hidden Markov Models


Jun 26, 2015
Shaohua Li, Ryohei Fujimaki, Chunyan Miao

* 9 pages, 3 figures, 2 appendix pages 

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Cascade hash tables: a series of multilevel double hashing schemes with O(1) worst case lookup time


Jun 25, 2015
Shaohua Li

* this manuscript is poorly written and contains little technical novelty 

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