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RISA-Net: Rotation-Invariant Structure-Aware Network for Fine-Grained 3D Shape Retrieval

Oct 02, 2020
Rao Fu, Jie Yang, Jiawei Sun, Fang-Lue Zhang, Yu-Kun Lai, Lin Gao

* The code and dataset are available at: https://github.com/IGLICT/RisaNET 

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Multi-Level Graph Convolutional Network with Automatic Graph Learning for Hyperspectral Image Classification

Sep 19, 2020
Sheng Wan, Chen Gong, Shirui Pan, Jie Yang, Jian Yang


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End-to-end Kernel Learning via Generative Random Fourier Features

Sep 10, 2020
Kun Fang, Xiaolin Huang, Fanghui Liu, Jie Yang


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Improving Language Generation with Sentence Coherence Objective

Sep 07, 2020
Ruixiao Sun, Jie Yang, Mehrdad Yousefzadeh

* 11 pages, 9 figures 

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DSM-Net: Disentangled Structured Mesh Net for Controllable Generation of Fine Geometry

Aug 14, 2020
Jie Yang, Kaichun Mo, Yu-Kun Lai, Leonidas J. Guibas, Lin Gao


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Road Segmentation for Remote Sensing Images using Adversarial Spatial Pyramid Networks

Aug 10, 2020
Pourya Shamsolmoali, Masoumeh Zareapoor, Huiyu Zhou, Ruili Wang, Jie Yang


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Oversampling Adversarial Network for Class-Imbalanced Fault Diagnosis

Aug 07, 2020
Masoumeh Zareapoor, Pourya Shamsolmoali, Jie Yang


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Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning

Jul 09, 2020
Jie Yang, Elsa D. Angelini, Pallavi P. Balte, Eric A. Hoffman, John H. M. Austin, Benjamin M. Smith, R. Graham Barr, Andrew F. Laine


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FDFlowNet: Fast Optical Flow Estimation using a Deep Lightweight Network

Jun 22, 2020
Lingtong Kong, Jie Yang

* Accepted by ICIP 2020 

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Analysis of Least Squares Regularized Regression in Reproducing Kernel Krein Spaces

Jun 01, 2020
Fanghui Liu, Lei Shi, Xiaolin Huang, Jie Yang, Johan A. K. Suykens


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Hierarchical Feature Embedding for Attribute Recognition

May 23, 2020
Jie Yang, Jiarou Fan, Yiru Wang, Yige Wang, Weihao Gan, Lin Liu, Wei Wu

* CVPR 2020 

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Adaptive Mixture Regression Network with Local Counting Map for Crowd Counting

May 13, 2020
Xiyang Liu, Jie Yang, Wenrui Ding


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A Communication-Efficient Distributed Algorithm for Kernel Principal Component Analysis

May 06, 2020
Fan He, Xiaolin Huang, Kexin Lv, Jie Yang


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Clustering via torque balance with mass and distance

Apr 27, 2020
Jie Yang, Chin-Teng Lin

* 28 pages, 12 figures, 7 tables 

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Sparse Generalized Canonical Correlation Analysis: Distributed Alternating Iteration based Approach

Apr 23, 2020
Jia Cai, Kexin Lv, Junyi Huo, Xiaolin Huang, Jie Yang


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Imbalanced Data Learning by Minority Class Augmentation using Capsule Adversarial Networks

Apr 08, 2020
Pourya Shamsolmoali, Masoumeh Zareapoor, Linlin Shen, Abdul Hamid Sadka, Jie Yang


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Stereo Endoscopic Image Super-Resolution Using Disparity-Constrained Parallel Attention

Mar 19, 2020
Tianyi Zhang, Yun Gu, Xiaolin Huang, Enmei Tu, Jie Yang

* 6 pages, 4 figures, accepted as a workshop paper at AI4AH, ICLR 2020 

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AMIL: Adversarial Multi Instance Learning for Human Pose Estimation

Mar 18, 2020
Pourya Shamsolmoali, Masoumeh Zareapoor, Huiyu Zhou, Jie Yang


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A novel Deep Structure U-Net for Sea-Land Segmentation in Remote Sensing Images

Mar 17, 2020
Pourya Shamsolmoali, Masoumeh Zareapoor, Ruili Wang, Huiyu Zhou, Jie Yang

* 14 pages, 14 figures 

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Learning to Incorporate Structure Knowledge for Image Inpainting

Feb 12, 2020
Jie Yang, Zhiquan Qi, Yong Shi

* Accepted by AAAI 2020 

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Asymmetric Correlation Quantization Hashing for Cross-modal Retrieval

Jan 14, 2020
Lu Wang, Jie Yang

* 12 pages 

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Mixed-Precision Quantized Neural Network with Progressively Decreasing Bitwidth For Image Classification and Object Detection

Dec 29, 2019
Tianshu Chu, Qin Luo, Jie Yang, Xiaolin Huang


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Semi-Supervised Deep Learning Using Improved Unsupervised Discriminant Projection

Dec 19, 2019
Xiao Han, Zihao Wang, Enmei Tu, Gunnam Suryanarayana, Jie Yang

* 1 figures 

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CNN-Based Invertible Wavelet Scattering for the Investigation of Diffusion Properties of the In Vivo Human Heart in Diffusion Tensor Imaging

Dec 17, 2019
Zeyu Deng, Lihui Wang, Zixiang Kuai, Qijian Chen, Xinyu Cheng, Feng Yang, Jie Yang, Yuemin Zhu


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A Human-AI Loop Approach for Joint Keyword Discovery and Expectation Estimation in Micropost Event Detection

Dec 02, 2019
Akansha Bhardwaj, Jie Yang, Philippe Cudré-Mauroux

* AAAI, 2020 
* Accepted at AAAI, 2020 

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Adaptive Initialization Method for K-means Algorithm

Nov 27, 2019
Jie Yang, Yu-Kai Wang, Xin Yao, Chin-Teng Lin

* 22 pages, 2 figures, 11 tables 

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Random Fourier Features via Fast Surrogate Leverage Weighted Sampling

Nov 20, 2019
Fanghui Liu, Xiaolin Huang, Yudong Chen, Jie Yang, Johan A. K. Suykens

* accepted by AAAI-20 

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Cluster-wise Unsupervised Hashing for Cross-Modal Similarity Search

Nov 11, 2019
Lu Wang, Jie Yang

* 11 pages, 25 figures 

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LaplacianNet: Learning on 3D Meshes with Laplacian Encoding and Pooling

Oct 30, 2019
Yi-Ling Qiao, Lin Gao, Jie Yang, Paul L. Rosin, Yu-Kun Lai, Xilin Chen


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