Search Results for author: Liyuan Li

Found 6 papers, 1 papers with code

A Multi-task Framework for Infrared Small Target Detection and Segmentation

1 code implementation14 Jun 2022 Yuhang Chen, Liyuan Li, Xin Liu, Xiaofeng Su, Fansheng Chen

First, with the use of UNet as the backbone to maintain resolution and semantic information, our model can achieve a higher detection accuracy than other state-of-the-art methods by attaching a simple anchor-free head.

Multi-Task Learning object-detection +3

TAILOR: Teaching with Active and Incremental Learning for Object Registration

no code implementations24 May 2022 Qianli Xu, Nicolas Gauthier, Wenyu Liang, Fen Fang, Hui Li Tan, Ying Sun, Yan Wu, Liyuan Li, Joo-Hwee Lim

When deploying a robot to a new task, one often has to train it to detect novel objects, which is time-consuming and labor-intensive.

Incremental Learning Object

Joint Learning On The Hierarchy Representation for Fine-Grained Human Action Recognition

no code implementations12 Oct 2021 Mei Chee Leong, Hui Li Tan, Haosong Zhang, Liyuan Li, Feng Lin, Joo Hwee Lim

Inspired by the recently proposed hierarchy representation of fine-grained actions in FineGym and SlowFast network for action recognition, we propose a novel multi-task network which exploits the FineGym hierarchy representation to achieve effective joint learning and prediction for fine-grained human action recognition.

Action Recognition Multi-Task Learning +1

Electrical excitation and manipulation of spin-waves in spin Hall Nano-Oscillators

no code implementations17 Jun 2020 Liyuan Li, Lina Chen, Ronghua Liu, Youwei Du

While in the nanogap SHNOs with strong perpendicular magnetic anisotropy (PMA), besides both nonlinear bullet soliton and propagating spin-wave mode are achieved and controlled by varying the external magnetic field and current, the magnetic bubble skyrmion mode also can be excited at a low in-plane magnetic field.

Mesoscale and Nanoscale Physics Materials Science

6D Pose Estimation with Correlation Fusion

no code implementations24 Sep 2019 Yi Cheng, Hongyuan Zhu, Ying Sun, Cihan Acar, Wei Jing, Yan Wu, Liyuan Li, Cheston Tan, Joo-Hwee Lim

To our best knowledge, this is the first work to explore effective intra- and inter-modality fusion in 6D pose estimation.

6D Pose Estimation 6D Pose Estimation using RGB

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