Search Results for author: Xinyu Jia

Found 4 papers, 3 papers with code

A Novel Dual-pooling Attention Module for UAV Vehicle Re-identification

no code implementations25 Jun 2023 Xiaoyan Guo, Jie Yang, Xinyu Jia, Chuanyan Zang, Yan Xu, Zhaoyang Chen

Therefore, this paper proposes a novel dual-pooling attention (DpA) module, which achieves the extraction and enhancement of locally important information about vehicles from both channel and spatial dimensions by constructing two branches of channel-pooling attention (CpA) and spatial-pooling attention (SpA), and employing multiple pooling operations to enhance the attention to fine-grained information of vehicles.

Single Particle Analysis Vehicle Re-Identification

RETVec: Resilient and Efficient Text Vectorizer

1 code implementation NeurIPS 2023 Elie Bursztein, Marina Zhang, Owen Vallis, Xinyu Jia, Alexey Kurakin

The RETVec embedding model is pre-trained using pair-wise metric learning to be robust against typos and character-level adversarial attacks.

Adversarial Text Metric Learning +1

LLVIP: A Visible-infrared Paired Dataset for Low-light Vision

1 code implementation24 Aug 2021 Xinyu Jia, Chuang Zhu, Minzhen Li, Wenqi Tang, ShengJie Liu, Wenli Zhou

It is very challenging for various visual tasks such as image fusion, pedestrian detection and image-to-image translation in low light conditions due to the loss of effective target areas.

Image Registration Image-to-Image Translation +6

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