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20102025
most citedUnsupervised Deep Learning for IoT Time Series

67 citations · 118 across the 14 of their papers we have counts for

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Showing 2023Show all

8 papers · 1 filter

cond-mat.soft2023★ 6 cited

Nanospheres with Patches Arranged in Polyhedrons from Self-Assembly of Solution-State Diblock Copolymers under Spherical Confinement

Jiaping Wu, Xin Wang, Zheng Wang +4

Self-assembly of sphere-forming solution-state amphiphilic diblock copolymers under spherical nanopore confinement is investigated using a simulated annealing technique. For two ty…

math.NA2023

Data Generation-based Operator Learning for Solving Partial Differential Equations on Unbounded Domains

Jihong Wang, Xin Wang, Jing Li +1

Wave propagation problems are typically formulated as partial differential equations (PDEs) on unbounded domains to be solved. The classical approach to solving such problems invol…

cs.RO2023★ 19 cited

Semantics-Aware Next-best-view Planning for Efficient Search and Detection of Task-relevant Plant Parts

Akshay K. Burusa, Joost Scholten, David Rapado Rincon +3

Searching and detecting the task-relevant parts of plants is important to automate harvesting and de-leafing of tomato plants using robots. This is challenging due to high levels o…

cs.CV2023

Clothes Grasping and Unfolding Based on RGB-D Semantic Segmentation

Xingyu Zhu, Xin Wang, Jonathan Freer +2

Clothes grasping and unfolding is a core step in robotic-assisted dressing. Most existing works leverage depth images of clothes to train a deep learning-based model to recognize s…

astro-ph.GA2023★ 18 cited

Environmental dependence of the mass-metallicity relation in cosmological hydrodynamical simulations

Kai Wang, Xin Wang, Yangyao Chen

We investigate the environmental dependence of the gas-phase metallicity for galaxies at to and the underlying physical mechanisms driving this dependence using…

cs.CV2023

Domain Adaptive Semantic Segmentation by Optimal Transport

Yaqian Guo, Xin Wang, Ce Li +1

Scene segmentation is widely used in the field of autonomous driving for environment perception, and semantic scene segmentation (3S) has received a great deal of attention due to…

eess.SP2023

Optimal Beamforming for MIMO DFRC Systems with Transmit Covariance Constraints

Chenhao Yang, Xin Wang, Wei Ni +1

This paper optimizes the beamforming design of a downlink multiple-input multiple-output (MIMO) dual-function radar-communication (DFRC) system to maximize the weighted communicati…

cs.LG2023★ 67 cited

Unsupervised Deep Learning for IoT Time Series

Ya Liu, Yingjie Zhou, Kai Yang +1

IoT time series analysis has found numerous applications in a wide variety of areas, ranging from health informatics to network security. Nevertheless, the complex spatial temporal…