b'Jun Wu'

Leveraging AI and Intelligent Reflecting Surface for Energy-Efficient Communication in 6G IoT

The ever-increasing data traffic, various delay-sensitive services, and ...
12/29/2020 ∙ by Qianqian Pan, et al. ∙ 0 ∙ share

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Sensing and Reconstruction of 3D Deformation on Pneumatic Soft Robots

Real-time proprioception is a challenging problem for soft robots, which...
12/22/2020 ∙ by Rob B. N. Scharff, et al. ∙ 0 ∙ share

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GAN-based Recommendation with Positive-Unlabeled Sampling

Recommender systems are popular tools for information retrieval tasks on...
12/12/2020 ∙ by Yao Zhou, et al. ∙ 0 ∙ share

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Search-based Kinodynamic Motion Planning for Omnidirectional Quadruped Robots

Autonomous navigation has played an increasingly significant role in qua...
11/02/2020 ∙ by Pei Wang, et al. ∙ 0 ∙ share

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Bound Controller for a Quadruped Robot using Pre-Fitting Deep Reinforcement Learning

The bound gait is an important gait in quadruped robot locomotion. It ca...
11/01/2020 ∙ by Anqiao Li, et al. ∙ 0 ∙ share

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REDE: End-to-end Object 6D Pose Robust Estimation Using Differentiable Outliers Elimination

Object 6D pose estimation is a fundamental task in many applications. Co...
10/24/2020 ∙ by Weitong Hua, et al. ∙ 0 ∙ share

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Robust Decentralized Learning for Neural Networks

In decentralized learning, data is distributed among local clients which...
09/18/2020 ∙ by Yao Zhou, et al. ∙ 7 ∙ share

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Structure Learning for Cyclic Linear Causal Models

We consider the problem of structure learning for linear causal models b...
06/10/2020 ∙ by Carlos Améndola, et al. ∙ 0 ∙ share

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Continuous Transfer Learning with Label-informed Distribution Alignment

Transfer learning has been successfully applied across many high-impact ...
06/05/2020 ∙ by Jun Wu, et al. ∙ 16 ∙ share

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A framework for adaptive width control of dense contour-parallel toolpaths in fused deposition modeling

3D printing techniques such as Fused Deposition Modeling (FDM) have enab...
04/28/2020 ∙ by Tim Kuipers, et al. ∙ 0 ∙ share

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Fitting the Search Space of Weight-sharing NAS with Graph Convolutional Networks

Neural architecture search has attracted wide attentions in both academi...
04/17/2020 ∙ by Xin Chen, et al. ∙ 6 ∙ share

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Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild

With the rapid development of neural architecture search (NAS), research...
12/23/2019 ∙ by Xin Chen, et al. ∙ 0 ∙ share

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Robust Data Preprocessing for Machine-Learning-Based Disk Failure Prediction in Cloud Production Environments

To provide proactive fault tolerance for modern cloud data centers, exte...
12/20/2019 ∙ by Shujie Han, et al. ∙ 0 ∙ share

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Hierarchical Attention Networks for Medical Image Segmentation

The medical image is characterized by the inter-class indistinction, hig...
11/20/2019 ∙ by Fei Ding, et al. ∙ 45 ∙ share

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CrossFill: Foam Structures with Graded Density for Continuous Material Extrusion

The fabrication flexibility of 3D printing has sparked a lot of interest...
06/07/2019 ∙ by Tim Kuipers, et al. ∙ 0 ∙ share

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DEMO-Net: Degree-specific Graph Neural Networks for Node and Graph Classification

Graph data widely exist in many high-impact applications. Inspired by th...
06/05/2019 ∙ by Jun Wu, et al. ∙ 0 ∙ share

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Design and Optimization of Conforming Lattice Structures

Inspired by natural cellular materials such as trabecular bone, lattice ...
05/08/2019 ∙ by Jun Wu, et al. ∙ 0 ∙ share

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Progressive Differentiable Architecture Search: Bridging the Depth Gap between Search and Evaluation

Recently, differentiable search methods have made major progress in redu...
04/29/2019 ∙ by Xin Chen, et al. ∙ 0 ∙ share

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Market Manipulation of Bitcoin: Evidence from Mining the Mt. Gox Transaction Network

The cryptocurrency market is a very huge market without effective superv...
01/19/2019 ∙ by Weili Chen, et al. ∙ 0 ∙ share

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Autoencoder Based Residual Deep Networks for Robust Regression Prediction and Spatiotemporal Estimation

To have a superior generalization, a deep learning neural network often ...
12/29/2018 ∙ by Lianfa Li, et al. ∙ 14 ∙ share

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An Efficient Encryption Scheme with Verifiable Outsourced Decryption in Mobile Cloud Computing

With the increasing number of mobile applications and the popularity of ...
10/25/2018 ∙ by Jing Li, et al. ∙ 0 ∙ share

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Achieving Efficient and Secure Data Acquisition for Cloud-supported Internet of Things in Smart Grid

Cloud-supported Internet of Things (Cloud-IoT) has been broadly deployed...
10/25/2018 ∙ by Zhitao Guan, et al. ∙ 0 ∙ share

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Fog-enabled Edge Learning for Cognitive Content-Centric Networking in 5G

By caching content at network edges close to the users, the content-cent...
08/28/2018 ∙ by Gaolei Li, et al. ∙ 0 ∙ share

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Optimization and projection of coated structures with orthotropic infill material

The purpose of this work is two-fold. First, we introduce an efficient h...
08/14/2018 ∙ by Jeroen Groen, et al. ∙ 0 ∙ share

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Mobile Energy Internet

Similar to the evolution from wired Internet to mobile Internet (MI), th...
02/03/2018 ∙ by Mingqing Liu, et al. ∙ 0 ∙ share

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Continuous Optimization of Adaptive Quadtree Structures

We present a novel continuous optimization method to the discrete proble...
12/12/2017 ∙ by Jun Wu, et al. ∙ 0 ∙ share

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To Refine or Not to Refine: Topology Optimization of Adaptively Refined Infill Structures for Additive Manufacturing

We present a novel method for optimizing structures by adaptively refini...
12/12/2017 ∙ by Jun Wu, et al. ∙ 0 ∙ share

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Neural method for Explicit Mapping of Quasi-curvature Locally Linear Embedding in image retrieval

This paper proposed a new explicit nonlinear dimensionality reduction us...
03/11/2017 ∙ by Shenglan Liu, et al. ∙ 0 ∙ share

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Perceptual uniform descriptor and Ranking on manifold: A bridge between image representation and ranking for image retrieval

Incompatibility of image descriptor and ranking is always neglected in i...
09/24/2016 ∙ by Shenglan Liu, et al. ∙ 0 ∙ share

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Three Tiers Neighborhood Graph and Multi-graph Fusion Ranking for Multi-feature Image Retrieval: A Manifold Aspect

Single feature is inefficient to describe content of an image, which is ...
09/24/2016 ∙ by Shenglan Liu, et al. ∙ 0 ∙ share

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Infill Optimization for Additive Manufacturing -- Approaching Bone-like Porous Structures

Porous structures such as trabecular bone are widely seen in nature. The...
08/15/2016 ∙ by Jun Wu, et al. ∙ 0 ∙ share

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Jun Wu

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