Search Results for author: Dongyang Yu

Found 4 papers, 2 papers with code

RAF-GI: Towards Robust, Accurate and Fast-Convergent Gradient Inversion Attack in Federated Learning

1 code implementation13 Mar 2024 Can Liu, Jin Wang, Dongyang Yu

Yet, FL users are susceptible to the gradient inversion (GI) attack which can reconstruct ground-truth training data such as images based on model gradients.

Edge Detection Federated Learning

MovePose: A High-performance Human Pose Estimation Algorithm on Mobile and Edge Devices

no code implementations17 Aug 2023 Dongyang Yu, Haoyue Zhang, Ruisheng Zhao, Guoqi Chen, Wangpeng An, Yanhong Yang

It aims to maintain real-time performance while improving the accuracy of human posture estimation for mobile devices.

Pose Estimation

OmniDataComposer: A Unified Data Structure for Multimodal Data Fusion and Infinite Data Generation

1 code implementation8 Aug 2023 Dongyang Yu, Shihao Wang, Yuan Fang, Wangpeng An

This paper presents OmniDataComposer, an innovative approach for multimodal data fusion and unlimited data generation with an intent to refine and uncomplicate interplay among diverse data modalities.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +6

Joint Coordinate Regression and Association For Multi-Person Pose Estimation, A Pure Neural Network Approach

no code implementations3 Jul 2023 Dongyang Yu, Yunshi Xie, Wangpeng An, Li Zhang, YuFeng Yao

We introduce a novel one-stage end-to-end multi-person 2D pose estimation algorithm, known as Joint Coordinate Regression and Association (JCRA), that produces human pose joints and associations without requiring any post-processing.

2D Pose Estimation Decoder +1

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