b'Jie Yang'

Towards Unbiased Random Features with Lower Variance For Stationary Indefinite Kernels

Random Fourier Features (RFF) demonstrate wellappreciated performance in...
04/13/2021 ∙ by Qin Luo, et al. ∙ 4 ∙ share

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FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation

Dense optical flow estimation plays a key role in many robotic vision ta...
03/08/2021 ∙ by Lingtong Kong, et al. ∙ 9 ∙ share

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Unsupervised Motion Representation Enhanced Network for Action Recognition

Learning reliable motion representation between consecutive frames, such...
03/05/2021 ∙ by Xiaohang Yang, et al. ∙ 2 ∙ share

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A New Neuromorphic Computing Approach for Epileptic Seizure Prediction

Several high specificity and sensitivity seizure prediction methods with...
02/25/2021 ∙ by Fengshi Tian, et al. ∙ 10 ∙ share

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Deep Deformation Detail Synthesis for Thin Shell Models

In physics-based cloth animation, rich folds and detailed wrinkles are a...
02/23/2021 ∙ by Lan Chen, et al. ∙ 4 ∙ share

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Mobile-end Tone Mapping based on Integral Image and Integral Histogram

Wide dynamic range (WDR) image tone mapping is in high demand in many ap...
02/02/2021 ∙ by Jie Yang, et al. ∙ 2 ∙ share

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Tone Mapping Based on Multi-scale Histogram Synthesis

In this paper, we present a novel tone mapping algorithm that can be use...
01/31/2021 ∙ by Jie Yang, et al. ∙ 6 ∙ share

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OAS-Net: Occlusion Aware Sampling Network for Accurate Optical Flow

Optical flow estimation is an essential step for many real-world compute...
01/31/2021 ∙ by Lingtong Kong, et al. ∙ 16 ∙ share

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Deep Reformulated Laplacian Tone Mapping

Wide dynamic range (WDR) images contain more scene details and contrast ...
01/31/2021 ∙ by Jie Yang, et al. ∙ 7 ∙ share

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A Survey on Extraction of Causal Relations from Natural Language Text

As an essential component of human cognition, cause-effect relations app...
01/16/2021 ∙ by Jie Yang, et al. ∙ 0 ∙ share

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WDR FACE: The First Database for Studying Face Detection in Wide Dynamic Range

Currently, face detection approaches focus on facial information by vary...
01/11/2021 ∙ by Ziyi Liu, et al. ∙ 10 ∙ share

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DFR: Deep Feature Reconstruction for Unsupervised Anomaly Segmentation

Automatic detecting anomalous regions in images of objects or textures w...
12/13/2020 ∙ by Jie Yang, et al. ∙ 10 ∙ share

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Learning Tubule-Sensitive CNNs for Pulmonary Airway and Artery-Vein Segmentation in CT

Training convolutional neural networks (CNNs) for segmentation of pulmon...
12/10/2020 ∙ by Yulei Qin, et al. ∙ 3 ∙ share

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Multiscale Mesh Deformation Component Analysis with Attention-based Autoencoders

Deformation component analysis is a fundamental problem in geometry proc...
12/04/2020 ∙ by Jie Yang, et al. ∙ 5 ∙ share

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Alleviating Class-wise Gradient Imbalance for Pulmonary Airway Segmentation

Automated airway segmentation is a prerequisite for pre-operative diagno...
11/24/2020 ∙ by Hao Zheng, et al. ∙ 15 ∙ share

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Learn Robust Features via Orthogonal Multi-Path

It is now widely known that by adversarial attacks, clean images with in...
10/23/2020 ∙ by Kun Fang, et al. ∙ 4 ∙ share

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One-shot Distributed Algorithm for Generalized Eigenvalue Problem

Nowadays, more and more datasets are stored in a distributed way for the...
10/22/2020 ∙ by Kexin Lv, et al. ∙ 4 ∙ share

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Deep Learning for Distinguishing Normal versus Abnormal Chest Radiographs and Generalization to Unseen Diseases

Chest radiography (CXR) is the most widely-used thoracic clinical imagin...
10/22/2020 ∙ by Zaid Nabulsi, et al. ∙ 29 ∙ share

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

Fine-grained 3D shape retrieval aims to retrieve 3D shapes similar to a ...
10/02/2020 ∙ by Rao Fu, et al. ∙ 14 ∙ share

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

Nowadays, deep learning methods, especially the Graph Convolutional Netw...
09/19/2020 ∙ by Sheng Wan, et al. ∙ 9 ∙ share

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

Random Fourier features enable researchers to build feature map to learn...
09/10/2020 ∙ by Kun Fang, et al. ∙ 0 ∙ share

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Improving Language Generation with Sentence Coherence Objective

Conditional story generation and contextual text continuation have becom...
09/07/2020 ∙ by Ruixiao Sun, et al. ∙ 0 ∙ share

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

3D shape generation is a fundamental operation in computer graphics. Whi...
08/12/2020 ∙ by Jie Yang, et al. ∙ 2 ∙ share

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Road Segmentation for Remote Sensing Images using Adversarial Spatial Pyramid Networks

Road extraction in remote sensing images is of great importance for a wi...
08/10/2020 ∙ by Pourya Shamsolmoali, et al. ∙ 0 ∙ share

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Oversampling Adversarial Network for Class-Imbalanced Fault Diagnosis

The collected data from industrial machines are often imbalanced, which ...
08/07/2020 ∙ by Masoumeh Zareapoor, et al. ∙ 0 ∙ share

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

Pulmonary emphysema overlaps considerably with chronic obstructive pulmo...
07/09/2020 ∙ by Jie Yang, et al. ∙ 0 ∙ share

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FDFlowNet: Fast Optical Flow Estimation using a Deep Lightweight Network

Significant progress has been made for estimating optical flow using dee...
06/22/2020 ∙ by Lingtong Kong, et al. ∙ 0 ∙ share

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Analysis of Least Squares Regularized Regression in Reproducing Kernel Krein Spaces

In this paper, we study the asymptotical properties of least squares reg...
06/01/2020 ∙ by Fanghui Liu, et al. ∙ 0 ∙ 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. ∙ 18 ∙ share

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Adaptive Mixture Regression Network with Local Counting Map for Crowd Counting

The crowd counting task aims at estimating the number of people located ...
05/12/2020 ∙ by Xiyang Liu, et al. ∙ 0 ∙ 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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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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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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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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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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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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Real-time Image Smoothing via Iterative Least Squares

Edge-preserving image smoothing is a fundamental procedure for many comp...
03/17/2020 ∙ by Wei Liu, et al. ∙ 0 ∙ 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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Optimal Crossover Designs for Generalized Linear Models

We identify locally D-optimal crossover designs for generalized linear m...
01/17/2020 ∙ by Jeevan Jankar, et al. ∙ 0 ∙ 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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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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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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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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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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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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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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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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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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Research Commentary on Recommendations with Side Information: A Survey and Research Directions

Recommender systems have become an essential tool to help resolve the in...
09/19/2019 ∙ by Zhu Sun, et al. ∙ 0 ∙ share

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Jie Yang

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