Hongyu Zhou | DeepAI

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Yong Liu
227 publications
Jian Sun
183 publications
Xiangyu Zhang
153 publications
Chao Xu
142 publications
Fei Gao
124 publications
Chao Chen
123 publications
Cheng Li
122 publications
Yefeng Zheng
117 publications
Chunyan Miao
102 publications
Hao Yang
100 publications
Xin Zhou
74 publications

∙ 09/12/2023

Enhancing Representation in Radiography-Reports Foundation Model: A Granular Alignment Algorithm Using Masked Contrastive Learning

Recently, multi-modal vision-language foundation models have gained sign...

0 Weijian Huang, et al. ∙

∙ 02/09/2023

A Comprehensive Survey on Multimodal Recommender Systems: Taxonomy, Evaluation, and Future Directions

Recommendation systems have become popular and effective tools to help u...

0 Hongyu Zhou, et al. ∙

∙ 01/28/2023

Enhancing Dyadic Relations with Homogeneous Graphs for Multimodal Recommendation

User interaction data in recommender systems is a form of dyadic relatio...

0 Hongyu Zhou, et al. ∙

∙ 01/02/2023

Efficient Online Learning with Memory via Frank-Wolfe Optimization: Algorithms with Bounded Dynamic Regret and Applications to Control

Projection operations are a typical computation bottleneck in online lea...

0 Hongyu Zhou, et al. ∙

∙ 11/19/2022

MatrixVT: Efficient Multi-Camera to BEV Transformation for 3D Perception

This paper proposes an efficient multi-camera to Bird's-Eye-View (BEV) v...

5 Hongyu Zhou, et al. ∙

∙ 09/26/2022

Online Submodular Coordination with Bounded Tracking Regret: Theory, Algorithm, and Applications to Multi-Robot Coordination

We enable efficient and effective coordination in unpredictable environm...

9 Zirui Xu, et al. ∙

∙ 08/19/2022

PersDet: Monocular 3D Detection in Perspective Bird's-Eye-View

Currently, detecting 3D objects in Bird's-Eye-View (BEV) is superior to ...

0 Hongyu Zhou, et al. ∙

∙ 07/21/2022

Indicating interdisciplinarity: A multidimensional framework to characterize Interdisciplinary Knowledge Flow (IKF)

This study contributes to the recent discussions on indicating interdisc...

0 Hongyu Zhou, et al. ∙

∙ 07/13/2022

Bootstrap Latent Representations for Multi-modal Recommendation

This paper studies the multi-modal recommendation problem, where the ite...

1 Xin Zhou, et al. ∙

∙ 07/06/2022

Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection

To date, the most powerful semi-supervised object detectors (SS-OD) are ...

0 Hongyu Zhou, et al. ∙

∙ 12/28/2021

Soft Robotic Finger with Variable Effective Length enabled by an Antagonistic Constraint Mechanism

Compared to traditional rigid robotics, soft robotics has attracted incr...

0 Xing Wang, et al. ∙

∙ 10/18/2021

A Tactile-enabled Grasping Method for Robotic Fruit Harvesting

In the robotic crop harvesting environment, foreign objects intrusion in...

0 Hongyu Zhou, et al. ∙

∙ 07/19/2021

RECIST-Net: Lesion detection via grouping keypoints on RECIST-based annotation

Universal lesion detection in computed tomography (CT) images is an impo...

0 Cong Xie, et al. ∙

∙ 06/04/2021

A guidance and maneuvering control system design with anti-collision using stream functions with vortex flows for autonomous marine vessels

Autonomous marine vessels are expected to avoid inter-vessel collisions ...

0 Hongyu Zhou, et al. ∙

∙ 05/12/2021

High-Performance FPGA-based Accelerator for Bayesian Neural Networks

Neural networks (NNs) have demonstrated their potential in a wide range ...

21 Hongxiang Fan, et al. ∙

∙ 01/20/2021

Distributed Motion Coordination Using Convex Feasible Set Based Model Predictive Control

The implementation of optimization-based motion coordination approaches ...

0 Hongyu Zhou, et al. ∙

∙ 11/09/2020

EGO-Swarm: A Fully Autonomous and Decentralized Quadrotor Swarm System in Cluttered Environments

This paper presents a decentralized and asynchronous systematic solution...

0 Xin Zhou, et al. ∙

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