Search Results for author: Liyan Ma

Found 7 papers, 1 papers with code

Memory-based Cross-modal Semantic Alignment Network for Radiology Report Generation

no code implementations31 Mar 2024 Yitian Tao, Liyan Ma, Jing Yu, Han Zhang

To ensure the semantic consistency of the retrieved cross modal prior knowledge, a cross-modal semantic alignment module (SAM) is proposed.

BSDP: Brain-inspired Streaming Dual-level Perturbations for Online Open World Object Detection

no code implementations5 Mar 2024 Yu Chen, Liyan Ma, Liping Jing, Jian Yu

Humans can easily distinguish the known and unknown categories and can recognize the unknown object by learning it once instead of repeating it many times without forgetting the learned object.

Incremental Learning object-detection +1

TriGait: Aligning and Fusing Skeleton and Silhouette Gait Data via a Tri-Branch Network

1 code implementation25 Aug 2023 Yan Sun, Xueling Feng, Liyan Ma, Long Hu, Mark Nixon

To fully exploit the complementary nature of the two modalities, a novel triple branch gait recognition framework, TriGait, is proposed in this paper.

Gait Recognition

Open-World Object Detection via Discriminative Class Prototype Learning

no code implementations23 Feb 2023 Jinan Yu, Liyan Ma, Zhenglin Li, Yan Peng, Shaorong Xie

Open-world object detection (OWOD) is a challenging problem that combines object detection with incremental learning and open-set learning.

Incremental Learning Object +3

Multi-vision Attention Networks for On-line Red Jujube Grading

no code implementations31 Mar 2019 Xiaoye Sun, Liyan Ma, Gongyan Li

To solve the red jujube classification problem, this paper designs a convolutional neural network model with low computational cost and high classification accuracy.

Classification General Classification

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