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Xiaojing Wang

4 accepted papers

2022

Bayesian Clustering of Neural Spiking Activity Using a Mixture of Dynamic Poisson Factor Analyzers

NeurIPS 2022accept

Modern neural recording techniques allow neuroscientists to observe the spiking activity of many neurons simultaneously. Although previous work has illustrated how activity within and between known populations of neurons can be summarized by low-dimensional latent vectors, in many cases what determi…

Cited by 1SourcePDFScholar
2021

Evolving Quantized Neural Networks for Image Classification Using A Multi-Objective Genetic Algorithm

ICASSP 2021accepted

Recently, many model quantization approaches have been investigated to reduce the model size and improve the inference speed of convolutional neural networks (CNNs). However, these approaches usually inevitably lead to a decrease in classification accuracy. To address this problem, this paper propos…

Cited by 0SourceScholar
2015

A ROI-based self-embedding method with high recovery capability

ICASSP 2015accepted

In this paper, a novel block-wise fragile image watermarking algorithm for tampering localization and recovery is proposed. The image is divided into Region of Interest (ROI) and Region of Non Interest (RONI). Considering the ROI-based self-embedding problem as a special erasure channel, fountain co…

Cited by 0SourceScholar
2015

A novel image secret sharing scheme with meaningful shares

ICASSP 2015accepted

In this paper a novel (t, n) threshold image secret sharing scheme is proposed. Based on the idea that there is close connection between secret sharing and coding theory, coding method on GF(2 <sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">m</sup> ) is…

Cited by 0SourceScholar