Bin Zhang

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MIT

Dimensions of Commonsense Knowledge

Commonsense knowledge is essential for many AI applications, including t...
01/12/2021 ∙ by Filip Ilievski, et al. ∙ 14 ∙ share

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CSKG: The CommonSense Knowledge Graph

Sources of commonsense knowledge aim to support applications in natural ...
12/21/2020 ∙ by Filip Ilievski, et al. ∙ 13 ∙ share

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Robust Two-Stream Multi-Feature Network for Driver Drowsiness Detection

Drowsiness driving is a major cause of traffic accidents and thus numero...
10/13/2020 ∙ by Qi Shen, et al. ∙ 0 ∙ share

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Towards Adaptive Semantic Segmentation by Progressive Feature Refinement

As one of the fundamental tasks in computer vision, semantic segmentatio...
09/30/2020 ∙ by Bin Zhang, et al. ∙ 0 ∙ share

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Privacy-preserving Transfer Learning via Secure Maximum Mean Discrepancy

The success of machine learning algorithms often relies on a large amoun...
09/24/2020 ∙ by Bin Zhang, et al. ∙ 0 ∙ share

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The 1st Tiny Object Detection Challenge:Methods and Results

The 1st Tiny Object Detection (TOD) Challenge aims toencourage research ...
09/16/2020 ∙ by Xuehui Yu, et al. ∙ 16 ∙ share

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A Conservative High-Order Method Utilizing Dynamic Transfinite Mortar Elements for Flow Simulation on Curved Sliding Meshes

We present a high-order method for flow simulation on unstructured curve...
09/05/2020 ∙ by Bin Zhang, et al. ∙ 0 ∙ share

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Better Than Reference In Low Light Image Enhancement: Conditional Re-Enhancement Networks

Low light images suffer from severe noise, low brightness, low contrast,...
08/26/2020 ∙ by Yu Zhang, et al. ∙ 7 ∙ share

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ACFD: Asymmetric Cartoon Face Detector

Cartoon face detection is a more challenging task than human face detect...
07/02/2020 ∙ by Bin Zhang, et al. ∙ 0 ∙ share

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Computing Absolute Free Energy with Deep Generative Models

Fast and accurate evaluation of free energy has broad applications from ...
05/01/2020 ∙ by Xinqiang Ding, et al. ∙ 0 ∙ share

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A Cooperative Learning Framework for Resource Management in MEC: An ADMM Perspective

We consider the problem of intelligent and efficient resource management...
03/28/2020 ∙ by Xiaoxiong Zhong, et al. ∙ 0 ∙ share

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OODT: Obstacle Aware Opportunistic Data Transmission for Cognitive Radio Ad Hoc Networks

In recent years, a large number of smart devices will be connected in In...
03/26/2020 ∙ by Xiaoxiong Zhong, et al. ∙ 0 ∙ share

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ASFD: Automatic and Scalable Face Detector

In this paper, we propose a novel Automatic and Scalable Face Detector (...
03/25/2020 ∙ by Bin Zhang, et al. ∙ 0 ∙ share

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Self-supervised Image Enhancement Network: Training with Low Light Images Only

This paper proposes a self-supervised low light image enhancement method...
02/26/2020 ∙ by Yu Zhang, et al. ∙ 8 ∙ share

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Maintaining Discrimination and Fairness in Class Incremental Learning

Deep neural networks (DNNs) have been applied in class incremental learn...
11/16/2019 ∙ by Bowen Zhao, et al. ∙ 0 ∙ share

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Attention Mechanism Enhanced Kernel Prediction Networks for Denoising of Burst Images

Deep learning based image denoising methods have been extensively invest...
10/18/2019 ∙ by Bin Zhang, et al. ∙ 0 ∙ share

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Information collection for fraud detection in P2P financial market

Fintech companies have been facing challenges from fraudulent behavior f...
09/24/2019 ∙ by Hao Wang, et al. ∙ 0 ∙ share

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Self-Paced Probabilistic Principal Component Analysis for Data with Outliers

Principal Component Analysis (PCA) is a popular tool for dimensionality ...
04/13/2019 ∙ by Bowen Zhao, et al. ∙ 0 ∙ share

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YouTube for Patient Education: A Deep Learning Approach for Understanding Medical Knowledge from User-Generated Videos

YouTube presents an unprecedented opportunity to explore how machine lea...
07/06/2018 ∙ by Xiao Liu, et al. ∙ 0 ∙ share

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Latent Feature Based FM Model For Rating Prediction

Rating Prediction is a basic problem in Recommender System, and one of t...
10/29/2014 ∙ by Xudong Liu, et al. ∙ 0 ∙ share

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Bin Zhang

Featured Co-authors

Yu Zhang

Hao Wang

Chang Liu

Jie Chen

Jian Li

Li Wang

Li Li

Jun Zhou

Rongrong Ji

Xiao Liu

Feiyue Huang

Dimensions of Commonsense Knowledge

CSKG: The CommonSense Knowledge Graph

Robust Two-Stream Multi-Feature Network for Driver Drowsiness Detection

Towards Adaptive Semantic Segmentation by Progressive Feature Refinement

Privacy-preserving Transfer Learning via Secure Maximum Mean Discrepancy

The 1st Tiny Object Detection Challenge:Methods and Results

A Conservative High-Order Method Utilizing Dynamic Transfinite Mortar Elements for Flow Simulation on Curved Sliding Meshes

Better Than Reference In Low Light Image Enhancement: Conditional Re-Enhancement Networks

ACFD: Asymmetric Cartoon Face Detector

Computing Absolute Free Energy with Deep Generative Models

A Cooperative Learning Framework for Resource Management in MEC: An ADMM Perspective

OODT: Obstacle Aware Opportunistic Data Transmission for Cognitive Radio Ad Hoc Networks

ASFD: Automatic and Scalable Face Detector

Self-supervised Image Enhancement Network: Training with Low Light Images Only

Maintaining Discrimination and Fairness in Class Incremental Learning

Attention Mechanism Enhanced Kernel Prediction Networks for Denoising of Burst Images

Information collection for fraud detection in P2P financial market

Self-Paced Probabilistic Principal Component Analysis for Data with Outliers

YouTube for Patient Education: A Deep Learning Approach for Understanding Medical Knowledge from User-Generated Videos

Latent Feature Based FM Model For Rating Prediction