b'Wei Zhang'

Hierarchical Passive Beamforming for Reconfigurable Intelligent Surface Aided Communications

This letter considers a multiple-input single-output (MISO) downlink com...
01/18/2021 ∙ by Chang Cai, et al. ∙ 0 ∙ share

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Take More Positives: A Contrastive Learning Framework for Unsupervised Person Re-Identification

Exploring the relationship between examples without manual annotations i...
01/12/2021 ∙ by Xuanyu He, et al. ∙ 11 ∙ share

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SCC: an efficient deep reinforcement learning agent mastering the game of StarCraft II

AlphaStar, the AI that reaches GrandMaster level in StarCraft II, is a r...
12/24/2020 ∙ by Xiangjun Wang, et al. ∙ 18 ∙ share

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Hard-ODT: Hardware-Friendly Online Decision Tree Learning Algorithm and System

Decision trees are machine learning models commonly used in various appl...
12/11/2020 ∙ by Zhe Lin, et al. ∙ 6 ∙ share

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Underactuated Motion Planning and Control for Jumping with Wheeled-Bipedal Robots

This paper studies jumping for wheeled-bipedal robots, a motion that tak...
12/11/2020 ∙ by Hua Chen, et al. ∙ 0 ∙ share

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Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Embeddings and the Implications to Representation Learning

Human judgments of word similarity have been a popular method of evaluat...
12/03/2020 ∙ by Wei Zhang, et al. ∙ 5 ∙ share

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Outlier-robust Kalman Filter in the Presence of Correlated Measurements

We consider the robust filtering problem for a state-space model with ou...
11/26/2020 ∙ by Hongwei Wang, et al. ∙ 0 ∙ share

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Non-reversible sampling schemes on submanifolds

Calculating averages with respect to probability measures on submanifold...
11/05/2020 ∙ by Upanshu Sharma, et al. ∙ 0 ∙ share

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Merchant Category Identification Using Credit Card Transactions

Digital payment volume has proliferated in recent years with the rapid g...
11/05/2020 ∙ by Chin-Chia Michael Yeh, et al. ∙ 7 ∙ share

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Towards Accurate and Consistent Evaluation: A Dataset for Distantly-Supervised Relation Extraction

In recent years, distantly-supervised relation extraction has achieved a...
10/30/2020 ∙ by Tong Zhu, et al. ∙ 4 ∙ share

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Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction

Current supervised relational triple extraction approaches require huge ...
10/30/2020 ∙ by Haiyang Yu, et al. ∙ 11 ∙ share

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Learn to Navigate Maplessly with Varied LiDAR Configurations: A Support Point Based Approach

Deep reinforcement learning (DRL) demonstrates great potential in maples...
10/20/2020 ∙ by Wei Zhang, et al. ∙ 6 ∙ share

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G-DARTS-A: Groups of Channel Parallel Sampling with Attention

Differentiable Architecture Search (DARTS) provides a baseline for searc...
10/16/2020 ∙ by Zhaowen Wang, et al. ∙ 0 ∙ share

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How Can Self-Attention Networks Recognize Dyck-n Languages?

We focus on the recognition of Dyck-n (𝒟_n) languages with self-attentio...
10/09/2020 ∙ by Javid Ebrahimi, et al. ∙ 0 ∙ share

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Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph

Multi-hop reasoning has been widely studied in recent years to seek an e...
10/05/2020 ∙ by Xin Lv, et al. ∙ 0 ∙ share

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Finite-Time Analysis for Double Q-learning

Although Q-learning is one of the most successful algorithms for finding...
09/29/2020 ∙ by Huaqing Xiong, et al. ∙ 5 ∙ share

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Kernel Based Progressive Distillation for Adder Neural Networks

Adder Neural Networks (ANNs) which only contain additions bring us a new...
09/28/2020 ∙ by Yixing Xu, et al. ∙ 2 ∙ share

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Can Fine-tuning Pre-trained Models Lead to Perfect NLP? A Study of the Generalizability of Relation Extraction

Fine-tuning pre-trained models have achieved impressive performance on s...
09/14/2020 ∙ by Ningyu Zhang, et al. ∙ 0 ∙ share

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DistilE: Distiling Knowledge Graph Embeddings for Faster and Cheaper Reasoning

Knowledge Graph Embedding (KGE) is a popular method for KG reasoning and...
09/13/2020 ∙ by Yushan Zhu, et al. ∙ 14 ∙ share

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Multi-Authority Ciphertext-Policy Attribute Based Encryption With Accountability

Attribute-based encryption (ABE) is a promising tool for implementing fi...
09/10/2020 ∙ by Wei Zhang, et al. ∙ 0 ∙ share

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Joint Beam Training and Positioning For Intelligent Reflecting Surfaces Assisted Millimeter Wave Communications

Intelligent reflecting surface (IRS) offers a cost effective solution to...
09/08/2020 ∙ by Wei Wang, et al. ∙ 0 ∙ share

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Scalable Light-Weight Integration of FPGA Based Accelerators with Chip Multi-Processors

Modern multicore systems are migrating from homogeneous systems to heter...
09/03/2020 ∙ by Zhe Lin, et al. ∙ 0 ∙ share

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Decision Tree Based Hardware Power Monitoring for Run Time Dynamic Power Management in FPGA

Fine-grained runtime power management techniques could be promising solu...
09/03/2020 ∙ by Zhe Lin, et al. ∙ 0 ∙ share

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An Ensemble Learning Approach for In-situ Monitoring of FPGA Dynamic Power

As field-programmable gate arrays become prevalent in critical applicati...
09/03/2020 ∙ by Zhe Lin, et al. ∙ 0 ∙ share

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Towards Efficient and Scalable Acceleration of Online Decision Tree Learning on FPGA

Decision trees are machine learning models commonly used in various appl...
09/03/2020 ∙ by Zhe Lin, et al. ∙ 0 ∙ share

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HL-Pow: A Learning-Based Power Modeling Framework for High-Level Synthesis

High-level synthesis (HLS) enables designers to customize hardware desig...
09/02/2020 ∙ by Zhe Lin, et al. ∙ 0 ∙ share

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Learn by Observation: Imitation Learning for Drone Patrolling from Videos of A Human Navigator

We present an imitation learning method for autonomous drone patrolling ...
08/30/2020 ∙ by Yue Fan, et al. ∙ 7 ∙ share

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Products-10K: A Large-scale Product Recognition Dataset

With the rapid development of electronic commerce, the way of shopping h...
08/24/2020 ∙ by Yalong Bai, et al. ∙ 6 ∙ share

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A(DP)^2SGD: Asynchronous Decentralized Parallel Stochastic Gradient Descent with Differential Privacy

As deep learning models are usually massive and complex, distributed lea...
08/21/2020 ∙ by Jie Xu, et al. ∙ 10 ∙ share

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Autonomous Social Distancing in Urban Environments using a Quadruped Robot

COVID-19 pandemic has become a global challenge faced by people all over...
08/20/2020 ∙ by Tingxiang Fan, et al. ∙ 0 ∙ share

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Cluster-level Feature Alignment for Person Re-identification

Instance-level alignment is widely exploited for person re-identificatio...
08/15/2020 ∙ by Qiuyu Chen, et al. ∙ 6 ∙ share

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GeoLayout: Geometry Driven Room Layout Estimation Based on Depth Maps of Planes

The task of room layout estimation is to locate the wall-floor, wall-cei...
08/14/2020 ∙ by Weidong Zhang, et al. ∙ 37 ∙ share

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PANDA: Processing-in-MRAM Accelerated De Bruijn Graph based DNA Assembly

Spurred by widening gap between data processing speed and data communica...
08/14/2020 ∙ by Shaahin Angizi, et al. ∙ 0 ∙ share

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Pneumonia after bacterial or viral infection preceded or followed by radiation exposure – a reanalysis of older radiobiological data and implications for low dose radiotherap

Currently, there are 14 ongoing clinical studies on low dose radiotherap...
08/06/2020 ∙ by Mark P Little, et al. ∙ 0 ∙ share

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Velocity Regulation of 3D Bipedal Walking Robots with Uncertain Dynamics Through Adaptive Neural Network Controller

This paper presents a neural-network based adaptive feedback control str...
08/02/2020 ∙ by Guillermo A. Castillo, et al. ∙ 0 ∙ share

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Cyber-Resilient Transactive Energy System Design over Insecure Communication Links

In this paper, the privacy and security issues associated with transacti...
08/01/2020 ∙ by Yang Lu, et al. ∙ 0 ∙ share

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Momentum Q-learning with Finite-Sample Convergence Guarantee

Existing studies indicate that momentum ideas in conventional optimizati...
07/30/2020 ∙ by Bowen Weng, et al. ∙ 8 ∙ share

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Research Progress of Convolutional Neural Network and its Application in Object Detection

With the improvement of computer performance and the increase of data vo...
07/27/2020 ∙ by Wei Zhang, et al. ∙ 3 ∙ share

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CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point Blending

We address the curve lane detection problem which poses more realistic c...
07/23/2020 ∙ by Hang Xu, et al. ∙ 6 ∙ share

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Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation

Despite great progress in supervised semantic segmentation,a large perfo...
07/17/2020 ∙ by Haoran Wang, et al. ∙ 12 ∙ share

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Analysis of Q-learning with Adaptation and Momentum Restart for Gradient Descent

Existing convergence analyses of Q-learning mostly focus on the vanilla ...
07/15/2020 ∙ by Bowen Weng, et al. ∙ 0 ∙ share

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Automatic Image Labelling at Pixel Level

The performance of deep networks for semantic image segmentation largely...
07/15/2020 ∙ by Xiang Zhang, et al. ∙ 10 ∙ share

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Multi-future Merchant Transaction Prediction

The multivariate time series generated from merchant transaction history...
07/10/2020 ∙ by Chin-Chia Michael Yeh, et al. ∙ 0 ∙ 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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GroupIM: A Mutual Information Maximization Framework for Neural Group Recommendation

We study the problem of making item recommendations to ephemeral groups,...
06/05/2020 ∙ by Aravind Sankar, et al. ∙ 0 ∙ share

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FP-Stereo: Hardware-Efficient Stereo Vision for Embedded Applications

Fast and accurate depth estimation, or stereo matching, is essential in ...
06/05/2020 ∙ by Jieru Zhao, et al. ∙ 3 ∙ share

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Map Generation from Large Scale Incomplete and Inaccurate Data Labels

Accurately and globally mapping human infrastructure is an important and...
05/20/2020 ∙ by Rui Zhang, et al. ∙ 57 ∙ share

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Learning from a Lightweight Teacher for Efficient Knowledge Distillation

Knowledge Distillation (KD) is an effective framework for compressing de...
05/19/2020 ∙ by Yuang Liu, et al. ∙ 23 ∙ share

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Towards QoS-Aware and Resource-Efficient GPU Microservices Based on Spatial Multitasking GPUs In Datacenters

While prior researches focus on CPU-based microservices, they are not ap...
05/05/2020 ∙ by Wei Zhang, et al. ∙ 0 ∙ share

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Wei Zhang

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