b'Qiang Zhang'

Multi-scale Information Assembly for Image Matting

Image matting is a long-standing problem in computer graphics and vision...
01/07/2021 ∙ by Yu Qiao, et al. ∙ 5 ∙ share

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Testing the Safety of Self-driving Vehicles by Simulating Perception and Prediction

We present a novel method for testing the safety of self-driving vehicle...
08/13/2020 ∙ by Kelvin Wong, et al. ∙ 9 ∙ share

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SNR-based teachers-student technique for speech enhancement

It is very challenging for speech enhancement methods to achieves robust...
05/29/2020 ∙ by Xiang Hao, et al. ∙ 0 ∙ share

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DRFN: Deep Recurrent Fusion Network for Single-Image Super-Resolution with Large Factors

Recently, single-image super-resolution has made great progress owing to...
08/23/2019 ∙ by Xin Yang, et al. ∙ 23 ∙ share

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Self-Attentive Hawkes Processes

Asynchronous events on the continuous time domain, e.g., social media ac...
07/17/2019 ∙ by Qiang Zhang, et al. ∙ 0 ∙ share

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Replica-exchange Nosé-Hoover dynamics for Bayesian learning on large datasets

In this paper, we propose a new sampler for Bayesian learning that can e...
05/29/2019 ∙ by Rui Luo, et al. ∙ 5 ∙ share

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DEMC: A Deep Dual-Encoder Network for Denoising Monte Carlo Rendering

In this paper, we present DEMC, a deep Dual-Encoder network to remove Mo...
05/10/2019 ∙ by Xin Yang, et al. ∙ 0 ∙ share

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Modeling Point Clouds with Self-Attention and Gumbel Subset Sampling

Geometric deep learning is increasingly important thanks to the populari...
04/06/2019 ∙ by Jiancheng Yang, et al. ∙ 0 ∙ share

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Learning Context Graph for Person Search

Person re-identification has achieved great progress with deep convoluti...
04/03/2019 ∙ by Yichao Yan, et al. ∙ 0 ∙ share

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Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset

Removing rain streaks from a single image has been drawing considerable ...
04/02/2019 ∙ by Tianyu Wang, et al. ∙ 0 ∙ share

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Adversarial Attack and Defense on Point Sets

Emergence of the utility of 3D point cloud data in critical vision tasks...
02/28/2019 ∙ by Jiancheng Yang, et al. ∙ 0 ∙ share

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Experimental Twin-Field Quantum Key Distribution Through Sending-or-Not-Sending

Channel loss seems to be the most severe limitation to the application l...
02/17/2019 ∙ by Yang Liu, et al. ∙ 0 ∙ share

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Variational Self-attention Model for Sentence Representation

This paper proposes a variational self-attention model (VSAM) that emplo...
12/30/2018 ∙ by Qiang Zhang, et al. ∙ 0 ∙ share

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Improving Medical Short Text Classification with Semantic Expansion Using Word-Cluster Embedding

Automatic text classification (TC) research can be used for real-world p...
12/05/2018 ∙ by Ying Shen, et al. ∙ 0 ∙ share

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MedSim: A Novel Semantic Similarity Measure in Bio-medical Knowledge Graphs

We present MedSim, a novel semantic SIMilarity method based on public we...
12/05/2018 ∙ by Kai Lei, et al. ∙ 0 ∙ share

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Parallel-tempered Stochastic Gradient Hamiltonian Monte Carlo for Approximate Multimodal Posterior Sampling

We propose a new sampler that integrates the protocol of parallel temper...
12/04/2018 ∙ by Rui Luo, et al. ∙ 0 ∙ share

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Benchmarking Deep Sequential Models on Volatility Predictions for Financial Time Series

Volatility is a quantity of measurement for the price movements of stock...
11/08/2018 ∙ by Qiang Zhang, et al. ∙ 0 ∙ share

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Hybrid Noise Removal in Hyperspectral Imagery With a Spatial-Spectral Gradient Network

The existence of hybrid noise in hyperspectral images (HSIs) severely de...
10/01/2018 ∙ by Qiang Zhang, et al. ∙ 0 ∙ share

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α-Ball divergence and its applications to change-point problems for Banach-valued sequences

In this paper, we extend a measure of divergence between two distributio...
08/05/2018 ∙ by Qiang Zhang, et al. ∙ 0 ∙ share

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Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network

Hyperspectral image (HSI) denoising is a crucial preprocessing procedure...
06/01/2018 ∙ by Qiangqiang Yuan, et al. ∙ 0 ∙ share

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Active Object Reconstruction Using a Guided View Planner

Inspired by the recent advance of image-based object reconstruction usin...
05/08/2018 ∙ by Xin Yang, et al. ∙ 0 ∙ share

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Image Correction via Deep Reciprocating HDR Transformation

Image correction aims to adjust an input image into a visually pleasing ...
04/12/2018 ∙ by Xin Yang, et al. ∙ 0 ∙ share

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An Interactive Many Objective Evolutionary Algorithm with Cascade Clustering and Reference Point Incremental Learning

Researches have shown difficulties in obtaining proximity while maintain...
03/03/2018 ∙ by Hongwei Ge, et al. ∙ 0 ∙ share

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Missing Data Reconstruction in Remote Sensing image with a Unified Spatial-Temporal-Spectral Deep Convolutional Neural Network

Because of the internal malfunction of satellite sensors and poor atmosp...
02/23/2018 ∙ by Qiang Zhang, et al. ∙ 0 ∙ share

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Learning a Dilated Residual Network for SAR Image Despeckling

In this letter, to break the limit of the traditional linear models for ...
09/09/2017 ∙ by Qiang Zhang, et al. ∙ 0 ∙ share

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Strategyproof Mechanisms for Additively Separable Hedonic Games and Fractional Hedonic Games

Additively separable hedonic games and fractional hedonic games have rec...
06/27/2017 ∙ by Michele Flammini, et al. ∙ 0 ∙ share

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Unsupervised Video Analysis Based on a Spatiotemporal Saliency Detector

Visual saliency, which predicts regions in the field of view that draw t...
03/24/2015 ∙ by Qiang Zhang, et al. ∙ 0 ∙ share

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Qiang Zhang

Featured Co-authors

Yang Liu

Jun Wang

Raquel Urtasun

Qi Tian

Hao Li

Jie Li

Chi Zhang

Bin Yang

Yu Qiao

Xin Chen

Xin Yang

Multi-scale Information Assembly for Image Matting

Testing the Safety of Self-driving Vehicles by Simulating Perception and Prediction

SNR-based teachers-student technique for speech enhancement

DRFN: Deep Recurrent Fusion Network for Single-Image Super-Resolution with Large Factors

Self-Attentive Hawkes Processes

Replica-exchange Nosé-Hoover dynamics for Bayesian learning on large datasets

DEMC: A Deep Dual-Encoder Network for Denoising Monte Carlo Rendering

Modeling Point Clouds with Self-Attention and Gumbel Subset Sampling

Learning Context Graph for Person Search

Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset

Adversarial Attack and Defense on Point Sets

Experimental Twin-Field Quantum Key Distribution Through Sending-or-Not-Sending

Variational Self-attention Model for Sentence Representation

Improving Medical Short Text Classification with Semantic Expansion Using Word-Cluster Embedding

MedSim: A Novel Semantic Similarity Measure in Bio-medical Knowledge Graphs

Parallel-tempered Stochastic Gradient Hamiltonian Monte Carlo for Approximate Multimodal Posterior Sampling

Benchmarking Deep Sequential Models on Volatility Predictions for Financial Time Series

Hybrid Noise Removal in Hyperspectral Imagery With a Spatial-Spectral Gradient Network

α-Ball divergence and its applications to change-point problems for Banach-valued sequences

Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network

Active Object Reconstruction Using a Guided View Planner

Image Correction via Deep Reciprocating HDR Transformation

An Interactive Many Objective Evolutionary Algorithm with Cascade Clustering and Reference Point Incremental Learning

Missing Data Reconstruction in Remote Sensing image with a Unified Spatial-Temporal-Spectral Deep Convolutional Neural Network

Learning a Dilated Residual Network for SAR Image Despeckling

Strategyproof Mechanisms for Additively Separable Hedonic Games and Fractional Hedonic Games

Unsupervised Video Analysis Based on a Spatiotemporal Saliency Detector