Xiwen Chen | DeepAI

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Featured Co-authors

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Gregory Ditzler
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Jason Pacheco
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∙ 06/28/2023

Diversity Maximized Scheduling in RoadSide Units for Traffic Monitoring Applications

This paper develops an optimal data aggregation policy for learning-base...

0 Ahmad Sarlak, et al. ∙

∙ 06/23/2023

Energy Optimization for HVAC Systems in Multi-VAV Open Offices: A Deep Reinforcement Learning Approach

With more than 32 buildings, there is an urgent need to revisit traditio...

0 Hao Wang, et al. ∙

∙ 06/04/2023

Learning on Bandwidth Constrained Multi-Source Data with MIMO-inspired DPP MAP Inference

This paper proposes a distributed version of Determinant Point Processin...

0 Xiwen Chen, et al. ∙

∙ 04/19/2023

Knowledge Distillation Under Ideal Joint Classifier Assumption

Knowledge distillation is a powerful technique to compress large neural ...

0 Huayu Li, et al. ∙

∙ 04/09/2023

RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to Diversify Learning Data Samples

In some practical learning tasks, such as traffic video analysis, the nu...

0 Xiwen Chen, et al. ∙

∙ 11/16/2022

Nano-Resolution Visual Identifiers Enable Secure Monitoring in Next-Generation Cyber-Physical Systems

Today's supply chains heavily rely on cyber-physical systems such as int...

0 Hao Wang, et al. ∙

∙ 11/07/2022

Fast Key Points Detection and Matching for Tree-Structured Images

This paper offers a new authentication algorithm based on image matching...

0 Hao Wang, et al. ∙

∙ 05/25/2022

DH-GAN: A Physics-driven Untrained Generative Adversarial Network for 3D Microscopic Imaging using Digital Holography

Digital holography is a 3D imaging technique by emitting a laser beam wi...

0 Xiwen Chen, et al. ∙

∙ 01/27/2022

Network-level Safety Metrics for Overall Traffic Safety Assessment: A Case Study

Driving safety analysis has recently witnessed unprecedented results due...

4 Xiwen Chen, et al. ∙

∙ 12/23/2020

Towards Boosting the Channel Attention in Real Image Denoising : Sub-band Pyramid Attention

Convolutional layers in Artificial Neural Networks (ANN) treat the chann...

0 Huayu Li, et al. ∙

∙ 04/26/2020

MICK: A Meta-Learning Framework for Few-shot Relation Classification with Little Training Data

Few-shot relation classification describes a circumstance where a model ...

0 Xiaoqing Geng, et al. ∙

∙ 04/25/2020

Deep DIH : Statistically Inferred Reconstruction of Digital In-Line Holography by Deep Learning

Digital in-line holography is commonly used to reconstruct 3D images fro...

0 Huayu Li, et al. ∙

∙ 04/24/2020

ST^2: Small-data Text Style Transfer via Multi-task Meta-Learning

Text style transfer aims to paraphrase a sentence in one style into anot...

0 Xiwen Chen, et al. ∙

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