Search Results for author: Yujian Li

Found 9 papers, 1 papers with code

A Cluster-Based Statistical Channel Model for Integrated Sensing and Communication Channels

no code implementations1 Mar 2024 Zhengyu Zhang, Ruisi He, Bo Ai, Mi Yang, Yong Niu, Zhangdui Zhong, Yujian Li, Xuejian Zhang, Jing Li

However, some important features of ISAC channels have not been well characterized, for example, most existing ISAC channel models consider communication channels and sensing channels independently, whereas ignoring correlation under the consistent environment.

Dual Pipeline Style Transfer with Input Distribution Differentiation

no code implementations9 Nov 2023 Shiqi Jiang, Junjie Kang, Yujian Li

The color and texture dual pipeline architecture (CTDP) suppresses texture representation and artifacts through masked total variation loss (Mtv), and further experiments have shown that smooth input can almost completely eliminate texture representation.

Style Transfer Texture Synthesis

Probabilistic K-means Clustering via Nonlinear Programming

no code implementations10 Jan 2020 Yujian Li, Bowen Liu, Zhaoying Liu, Ting Zhang

In theory, we can solve the model by active gradient projection, while inefficiently.

Clustering

OICSR: Out-In-Channel Sparsity Regularization for Compact Deep Neural Networks

1 code implementation CVPR 2019 Jiashi Li, Qi Qi, Jingyu Wang, Ce Ge, Yujian Li, Zhangzhang Yue, Haifeng Sun

Many channel pruning works utilize structured sparsity regularization to zero out all the weights in some channels and automatically obtain structure-sparse network in training stage.

A Capsule-unified Framework of Deep Neural Networks for Graphical Programming

no code implementations7 Mar 2019 Yujian Li, Chuanhui Shan

Recently, the growth of deep learning has produced a large number of deep neural networks.

Theory of Cognitive Relativity: A Promising Paradigm for True AI

no code implementations1 Dec 2018 Yujian Li

Rather than brain-like intelligence, the TCR indeed advocates a promising change in direction to realize true AI, i. e. artificial general intelligence or artificial consciousness, particularly different from humans' and animals'.

A Unified Framework of Deep Neural Networks by Capsules

no code implementations9 May 2018 Yujian Li, Chuanhui Shan

With the growth of deep learning, how to describe deep neural networks unifiedly is becoming an important issue.

Can Machines Think in Radio Language?

no code implementations7 Oct 2017 Yujian Li

People can think in auditory, visual and tactile forms of language, so can machines principally.

A concatenating framework of shortcut convolutional neural networks

no code implementations3 Oct 2017 Yujian Li, Ting Zhang, Zhaoying Liu, Haihe Hu

It is well accepted that convolutional neural networks play an important role in learning excellent features for image classification and recognition.

Classification Gender Classification +4

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