Jie Yang

Robust Visual Tracking Revisited: From Correlation Filter to Template Matching

In this paper, we propose a novel matching based tracker by investigatin...
04/15/2019 ∙ by Fanghui Liu, et al. ∙ 26 ∙ share

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Semi-Supervised Deep Learning Using Improved Unsupervised Discriminant Projection

Deep learning demands a huge amount of well-labeled data to train the ne...
12/19/2019 ∙ by Xiao Han, et al. ∙ 25 ∙ share

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A Regularization Approach for Instance-Based Superset Label Learning

Different from the traditional supervised learning in which each trainin...
04/05/2019 ∙ by Chen gong, et al. ∙ 24 ∙ share

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Adaptive Initialization Method for K-means Algorithm

The K-means algorithm is a widely used clustering algorithm that offers ...
11/27/2019 ∙ by Jie Yang, et al. ∙ 23 ∙ share

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

3D models are commonly used in computer vision and graphics. With the wi...
10/30/2019 ∙ by Yi-Ling Qiao, et al. ∙ 23 ∙ share

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Imbalanced Data Learning by Minority Class Augmentation using Capsule Adversarial Networks

The fact that image datasets are often imbalanced poses an intense chall...
04/05/2020 ∙ by Pourya Shamsolmoali, et al. ∙ 19 ∙ share

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Hierarchical Feature Embedding for Attribute Recognition

Attribute recognition is a crucial but challenging task due to viewpoint...
05/23/2020 ∙ by Jie Yang, et al. ∙ 17 ∙ share

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Random Fourier Features via Fast Surrogate Leverage Weighted Sampling

In this paper, we propose a fast surrogate leverage weighted sampling st...
11/20/2019 ∙ by Fanghui Liu, et al. ∙ 16 ∙ share

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

Microblogging platforms such as Twitter are increasingly being used in e...
12/02/2019 ∙ by Akansha Bhardwaj, et al. ∙ 16 ∙ share

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Class-Aware Adversarial Lung Nodule Synthesis in CT Images

Though large-scale datasets are essential for training deep learning sys...
12/28/2018 ∙ by Jie Yang, et al. ∙ 14 ∙ share

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Cluster-wise Unsupervised Hashing for Cross-Modal Similarity Search

In this paper, we present a new cluster-wise unsupervised hashing (CUH) ...
11/11/2019 ∙ by Lu Wang, et al. ∙ 12 ∙ share

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

Efficient model inference is an important and practical issue in the dep...
12/29/2019 ∙ by Tianshu Chu, et al. ∙ 10 ∙ share

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Learning Data-adaptive Nonparametric Kernels

Traditional kernels or their combinations are often not sufficiently fle...
08/31/2018 ∙ by Fanghui Liu, et al. ∙ 8 ∙ share

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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

In vivo diffusion tensor imaging (DTI) is a promising technique to inves...
12/17/2019 ∙ by Zeyu Deng, et al. ∙ 8 ∙ share

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Clustering via torque balance with mass and distance

Grouping similar objects is a fundamental tool of scientific analysis, u...
04/27/2020 ∙ by Jie Yang, et al. ∙ 8 ∙ share

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Learning to Incorporate Structure Knowledge for Image Inpainting

This paper develops a multi-task learning framework that attempts to inc...
02/11/2020 ∙ by Jie Yang, et al. ∙ 7 ∙ share

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Online PCB Defect Detector On A New PCB Defect Dataset

Previous works for PCB defect detection based on image difference and im...
02/17/2019 ∙ by Sanli Tang, et al. ∙ 6 ∙ share

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An Effective Two-Branch Model-Based Deep Network for Single Image Deraining

Removing rain effects from an image automatically has many applications ...
05/14/2019 ∙ by Yinglong Wang, et al. ∙ 6 ∙ share

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Estimating brain age based on a healthy population with deep learning and structural MRI

Numerous studies have established that estimated brain age, as derived f...
07/01/2019 ∙ by Xinyang Feng, et al. ∙ 6 ∙ share

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Mesh Variational Autoencoders with Edge Contraction Pooling

3D shape analysis is an important research topic in computer vision and ...
08/07/2019 ∙ by Yu-Jie Yuan, et al. ∙ 6 ∙ share

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Sparse Generalized Canonical Correlation Analysis: Distributed Alternating Iteration based Approach

Sparse canonical correlation analysis (CCA) is a useful statistical tool...
04/23/2020 ∙ by Jia Cai, et al. ∙ 6 ∙ share

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Asymmetric Correlation Quantization Hashing for Cross-modal Retrieval

Due to the superiority in similarity computation and database storage fo...
01/14/2020 ∙ by Lu Wang, et al. ∙ 5 ∙ share

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A Communication-Efficient Distributed Algorithm for Kernel Principal Component Analysis

Principal Component Analysis (PCA) is a fundamental technology in machin...
05/06/2020 ∙ by Fan He, et al. ∙ 5 ∙ share

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Decompose to manipulate: Manipulable Object Synthesis in 3D Medical Images with Structured Image Decomposition

The performance of medical image analysis systems is constrained by the ...
12/04/2018 ∙ by Siqi Liu, et al. ∙ 4 ∙ share

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

With the popularity of stereo cameras in computer assisted surgery techn...
03/19/2020 ∙ by Tianyi Zhang, et al. ∙ 3 ∙ share

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Discriminative analysis of the human cortex using spherical CNNs - a study on Alzheimer's disease diagnosis

In neuroimaging studies, the human cortex is commonly modeled as a spher...
12/19/2018 ∙ by Xinyang Feng, et al. ∙ 2 ∙ share

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Highly Efficient Follicular Segmentation in Thyroid Cytopathological Whole Slide Image

In this paper, we propose a novel method for highly efficient follicular...
02/13/2019 ∙ by Siyan Tao, et al. ∙ 2 ∙ share

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A Generalized Framework for Edge-preserving and Structure-preserving Image Smoothing

Image smoothing is a fundamental procedure in applications of both compu...
07/23/2019 ∙ by Wei Liu, et al. ∙ 2 ∙ share

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AMIL: Adversarial Multi Instance Learning for Human Pose Estimation

Human pose estimation has an important impact on a wide range of applica...
03/18/2020 ∙ by Pourya Shamsolmoali, et al. ∙ 1 ∙ share

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

Sea-land segmentation is an important process for many key applications ...
03/17/2020 ∙ by Pourya Shamsolmoali, et al. ∙ 1 ∙ share

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Multi-stage Suture Detection for Robot Assisted Anastomosis based on Deep Learning

In robotic surgery, task automation and learning from demonstration comb...
11/08/2017 ∙ by Yang Hu, et al. ∙ 0 ∙ share

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Indefinite Kernel Logistic Regression

Traditionally, kernel learning methods requires positive definitiveness ...
07/06/2017 ∙ by Fanghui Liu, et al. ∙ 0 ∙ share

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Discriminative Localization in CNNs for Weakly-Supervised Segmentation of Pulmonary Nodules

Automated detection and segmentation of pulmonary nodules on lung comput...
07/04/2017 ∙ by Xinyang Feng, et al. ∙ 0 ∙ share

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Semi-supervised Learning for Discrete Choice Models

We introduce a semi-supervised discrete choice model to calibrate discre...
02/16/2017 ∙ by Jie Yang, et al. ∙ 0 ∙ share

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Robust Guided Image Filtering

The process of using one image to guide the filtering process of another...
03/28/2017 ∙ by Wei Liu, et al. ∙ 0 ∙ share

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Scalable Nearest Neighbor Search based on kNN Graph

Nearest neighbor search is known as a challenging issue that has been st...
01/30/2017 ∙ by Wan-Lei Zhao, et al. ∙ 0 ∙ share

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A Graph-Based Semi-Supervised k Nearest-Neighbor Method for Nonlinear Manifold Distributed Data Classification

k Nearest Neighbors (kNN) is one of the most widely used supervised lear...
06/03/2016 ∙ by Enmei Tu, et al. ∙ 0 ∙ share

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From Motion Blur to Motion Flow: a Deep Learning Solution for Removing Heterogeneous Motion Blur

Removing pixel-wise heterogeneous motion blur is challenging due to the ...
12/08/2016 ∙ by Dong Gong, et al. ∙ 0 ∙ share

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Explaining Radiological Emphysema Subtypes with Unsupervised Texture Prototypes: MESA COPD Study

Pulmonary emphysema is traditionally subcategorized into three subtypes,...
12/05/2016 ∙ by Jie Yang, et al. ∙ 0 ∙ share

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Mapping Temporal Variables into the NeuCube for Improved Pattern Recognition, Predictive Modelling and Understanding of Stream Data

This paper proposes a new method for an optimized mapping of temporal va...
03/17/2016 ∙ by Enmei Tu, et al. ∙ 0 ∙ share

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Data Driven Robust Image Guided Depth Map Restoration

Depth maps captured by modern depth cameras such as Kinect and Time-of-F...
12/26/2015 ∙ by Wei Liu, et al. ∙ 0 ∙ share

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Visual Tracking via Nonnegative Regularization Multiple Locality Coding

This paper presents a novel object tracking method based on approximated...
10/05/2015 ∙ by Fanghui Liu, et al. ∙ 0 ∙ share

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Robust High Quality Image Guided Depth Upsampling

Time-of-Flight (ToF) depth sensing camera is able to obtain depth maps a...
06/17/2015 ∙ by Wei Liu, et al. ∙ 0 ∙ share

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Cross-Modality Hashing with Partial Correspondence

Learning a hashing function for cross-media search is very desirable due...
02/18/2015 ∙ by Yun Gu, et al. ∙ 0 ∙ share

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YEDDA: A Lightweight Collaborative Text Span Annotation Tool

In this paper, we introduce YEDDA, a lightweight but efficient open-sour...
11/10/2017 ∙ by Jie Yang, et al. ∙ 0 ∙ share

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Combining Discrete and Neural Features for Sequence Labeling

Neural network models have recently received heated research attention i...
08/24/2017 ∙ by Jie Yang, et al. ∙ 0 ∙ share

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Neural Reranking for Named Entity Recognition

We propose a neural reranking system for named entity recognition (NER)....
07/17/2017 ∙ by Jie Yang, et al. ∙ 0 ∙ share

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Universal Dependencies Parsing for Colloquial Singaporean English

Singlish can be interesting to the ACL community both linguistically as ...
05/18/2017 ∙ by Hongmin Wang, et al. ∙ 0 ∙ share

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Neural Word Segmentation with Rich Pretraining

Neural word segmentation research has benefited from large-scale raw tex...
04/28/2017 ∙ by Jie Yang, et al. ∙ 0 ∙ share

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Interacting Attention-gated Recurrent Networks for Recommendation

Capturing the temporal dynamics of user preferences over items is import...
09/05/2017 ∙ by Wenjie Pei, et al. ∙ 0 ∙ share

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Jie Yang

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