b'Wei Yang'

F3SNet: A Four-Step Strategy for QIM Steganalysis of Compressed Speech Based on Hierarchical Attention Network

Traditional machine learning-based steganalysis methods on compressed sp...
01/13/2021 ∙ by Chuanpeng Guo, et al. ∙ 0 ∙ share

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Optimizing Deeper Transformers on Small Datasets: An Application on Text-to-SQL Semantic Parsing

Due to the common belief that training deep transformers from scratch re...
12/30/2020 ∙ by Peng Xu, et al. ∙ 39 ∙ share

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Which Heroes to Pick? Learning to Draft in MOBA Games with Neural Networks and Tree Search

Hero drafting is essential in MOBA game playing as it builds the team of...
12/18/2020 ∙ by Sheng Chen, et al. ∙ 0 ∙ share

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RaP-Net: A Region-wise and Point-wise Weighting Network to Extract Robust Keypoints for Indoor Localization

Image keypoint extraction is an important step for visual localization. ...
12/01/2020 ∙ by Dongjiang Li, et al. ∙ 10 ∙ share

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Towards Playing Full MOBA Games with Deep Reinforcement Learning

MOBA games, e.g., Honor of Kings, League of Legends, and Dota 2, pose gr...
11/25/2020 ∙ by Deheng Ye, et al. ∙ 5 ∙ share

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Supervised Learning Achieves Human-Level Performance in MOBA Games: A Case Study of Honor of Kings

We present JueWu-SL, the first supervised-learning-based artificial inte...
11/25/2020 ∙ by Deheng Ye, et al. ∙ 6 ∙ share

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Reactive Human-to-Robot Handovers of Arbitrary Objects

Human-robot object handovers have been an actively studied area of robot...
11/17/2020 ∙ by Wei Yang, et al. ∙ 2 ∙ share

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DXSLAM: A Robust and Efficient Visual SLAM System with Deep Features

A robust and efficient Simultaneous Localization and Mapping (SLAM) syst...
08/12/2020 ∙ by Dongjiang Li, et al. ∙ 26 ∙ share

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Segment as Points for Efficient Online Multi-Object Tracking and Segmentation

Current multi-object tracking and segmentation (MOTS) methods follow the...
07/03/2020 ∙ by Zhenbo Xu, et al. ∙ 9 ∙ share

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PointTrack++ for Effective Online Multi-Object Tracking and Segmentation

Multiple-object tracking and segmentation (MOTS) is a novel computer vis...
07/03/2020 ∙ by Zhenbo Xu, et al. ∙ 9 ∙ share

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Unsupervised Deformable Medical Image Registration via Pyramidal Residual Deformation Fields Estimation

Deformation field estimation is an important and challenging issue in ma...
04/16/2020 ∙ by Yujia Zhou, et al. ∙ 0 ∙ share

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Human Grasp Classification for Reactive Human-to-Robot Handovers

Transfer of objects between humans and robots is a critical capability f...
03/12/2020 ∙ by Wei Yang, et al. ∙ 7 ∙ share

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ZoomNet: Part-Aware Adaptive Zooming Neural Network for 3D Object Detection

3D object detection is an essential task in autonomous driving and robot...
03/01/2020 ∙ by Zhenbo Xu, et al. ∙ 6 ∙ share

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Integrating Discrete and Neural Features via Mixed-feature Trans-dimensional Random Field Language Models

There has been a long recognition that discrete features (n-gram feature...
02/14/2020 ∙ by Silin Gao, et al. ∙ 0 ∙ share

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Rapid Adaptation of BERT for Information Extraction on Domain-Specific Business Documents

Techniques for automatically extracting important content elements from ...
02/05/2020 ∙ by Ruixue Zhang, et al. ∙ 0 ∙ share

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Are We Ready for Service Robots? The OpenLORIS-Scene Datasets for Lifelong SLAM

Service robots should be able to operate autonomously in dynamic and dai...
11/13/2019 ∙ by Xuesong Shi, et al. ∙ 0 ∙ share

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Multi-Stage Document Ranking with BERT

The advent of deep neural networks pre-trained via language modeling tas...
10/31/2019 ∙ by Rodrigo Nogueira, et al. ∙ 0 ∙ share

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Massive Access for Future Wireless Communication Systems

Multiple access technology plays an important role in wireless communica...
10/28/2019 ∙ by Yongpeng Wu, et al. ∙ 0 ∙ share

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Trajectory Optimization for Coordinated Human-Robot Collaboration

Effective human-robot collaboration requires informed anticipation. The ...
10/10/2019 ∙ by Adam Fishman, et al. ∙ 0 ∙ share

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DexPilot: Vision Based Teleoperation of Dexterous Robotic Hand-Arm System

Teleoperation offers the possibility of imparting robotic systems with s...
10/07/2019 ∙ by Ankur Handa, et al. ∙ 20 ∙ share

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Aggregating Votes with Local Differential Privacy: Usefulness, Soundness vs. Indistinguishability

Voting plays a central role in bringing crowd wisdom to collective decis...
08/14/2019 ∙ by Shaowei Wang, et al. ∙ 0 ∙ share

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Critically Examining the "Neural Hype": Weak Baselines and the Additivity of Effectiveness Gains from Neural Ranking Models

Is neural IR mostly hype? In a recent SIGIR Forum article, Lin expressed...
04/19/2019 ∙ by Wei Yang, et al. ∙ 0 ∙ share

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Document Expansion by Query Prediction

One technique to improve the retrieval effectiveness of a search engine ...
04/17/2019 ∙ by Rodrigo Nogueira, et al. ∙ 0 ∙ share

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Data Augmentation for BERT Fine-Tuning in Open-Domain Question Answering

Recently, a simple combination of passage retrieval using off-the-shelf ...
04/14/2019 ∙ by Wei Yang, et al. ∙ 0 ∙ share

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Simple Applications of BERT for Ad Hoc Document Retrieval

Following recent successes in applying BERT to question answering, we ex...
03/26/2019 ∙ by Wei Yang, et al. ∙ 0 ∙ share

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Building Secure SRAM PUF Key Generators on Resource Constrained Devices

A securely maintained key is the premise upon which data stored and tran...
02/08/2019 ∙ by Yansong Gao, et al. ∙ 0 ∙ share

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End-to-End Open-Domain Question Answering with BERTserini

We demonstrate an end-to-end question answering system that integrates B...
02/05/2019 ∙ by Wei Yang, et al. ∙ 0 ∙ share

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A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings

Learning word embeddings has received a significant amount of attention ...
02/01/2019 ∙ by Wei Yang, et al. ∙ 0 ∙ share

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Hierarchical Macro Strategy Model for MOBA Game AI

The next challenge of game AI lies in Real Time Strategy (RTS) games. RT...
12/19/2018 ∙ by Qiang Fu, et al. ∙ 6 ∙ share

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Attention-based Walking Gait and Direction Recognition in Wi-Fi Networks

The study of human gait recognition has been becoming an active research...
11/17/2018 ∙ by Yang Xu, et al. ∙ 0 ∙ share

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Sequenced-Replacement Sampling for Deep Learning

We propose sequenced-replacement sampling (SRS) for training deep neural...
10/19/2018 ∙ by Chiu Man Ho, et al. ∙ 0 ∙ share

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Visual Semantic Navigation using Scene Priors

How do humans navigate to target objects in novel scenes? Do we use the ...
10/15/2018 ∙ by Wei Yang, et al. ∙ 0 ∙ share

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MULDEF: Multi-model-based Defense Against Adversarial Examples for Neural Networks

Despite being popularly used in many application domains such as image r...
08/31/2018 ∙ by Siwakorn Srisakaokul, et al. ∙ 0 ∙ share

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On the Fundamental Limits of MIMO Massive Multiple Access Channels

In this paper, we study multiple-antenna wireless communication networks...
07/15/2018 ∙ by Fan Wei, et al. ∙ 0 ∙ share

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Testing Untestable Neural Machine Translation: An Industrial Case

Neural Machine Translation (NMT) has been widely adopted recently due to...
07/06/2018 ∙ by Wujie Zheng, et al. ∙ 0 ∙ share

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Oracle-free Detection of Translation Issue for Neural Machine Translation

Neural Machine Translation (NMT) has been widely adopted over recent yea...
07/06/2018 ∙ by Wujie Zheng, et al. ∙ 0 ∙ share

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Evaluating Non-Motorized Transport Popularity of Urban Roads by Sports GPS Tracks

Non-motorized transport is becoming increasingly important in urban deve...
05/24/2018 ∙ by Wei Lu, et al. ∙ 0 ∙ share

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Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search

Despite substantial interest in applications of neural networks to infor...
05/21/2018 ∙ by Jinfeng Rao, et al. ∙ 0 ∙ share

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3D Human Pose Estimation in the Wild by Adversarial Learning

Recently, remarkable advances have been achieved in 3D human pose estima...
03/26/2018 ∙ by Wei Yang, et al. ∙ 0 ∙ share

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Robust 3D Human Motion Reconstruction Via Dynamic Template Construction

In multi-view human body capture systems, the recovered 3D geometry or e...
01/31/2018 ∙ by Zhong Li, et al. ∙ 0 ∙ share

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Identity-Aware Textual-Visual Matching with Latent Co-attention

Textual-visual matching aims at measuring similarities between sentence ...
08/07/2017 ∙ by Shuang Li, et al. ∙ 0 ∙ share

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Learning Feature Pyramids for Human Pose Estimation

Articulated human pose estimation is a fundamental yet challenging task ...
08/03/2017 ∙ by Wei Yang, et al. ∙ 0 ∙ share

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Multi-Context Attention for Human Pose Estimation

In this paper, we propose to incorporate convolutional neural networks w...
02/24/2017 ∙ by Xiao Chu, et al. ∙ 0 ∙ share

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Resolving Scale Ambiguity Via XSlit Aspect Ratio Analysis

In perspective cameras, images of a frontal-parallel 3D object preserve ...
06/14/2015 ∙ by Wei Yang, et al. ∙ 0 ∙ share

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Data-Driven Scene Understanding with Adaptively Retrieved Exemplars

This article investigates a data-driven approach for semantically scene ...
02/03/2015 ∙ by Xionghao Liu, et al. ∙ 0 ∙ share

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Clothing Co-Parsing by Joint Image Segmentation and Labeling

This paper aims at developing an integrated system of clothing co-parsin...
02/03/2015 ∙ by Wei Yang, et al. ∙ 0 ∙ share

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Learning Contour-Fragment-based Shape Model with And-Or Tree Representation

This paper proposes a simple yet effective method to learn the hierarchi...
02/03/2015 ∙ by Liang Lin, et al. ∙ 0 ∙ share

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Discriminatively Trained And-Or Graph Models for Object Shape Detection

In this paper, we investigate a novel reconfigurable part-based model, n...
02/02/2015 ∙ by Liang Lin, et al. ∙ 0 ∙ share

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Wei Yang

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