4 papers
GDAIP: A Graph-Based Domain Adaptive Framework for Individual Brain Parcellation
Jianfei Zhu, Haiqi Zhu, Shaohui Liu +3
Recent deep learning approaches have shown promise in learning such individual brain parcellations from functional magnetic resonance imaging (fMRI). However, most existing methods…
Beyond Object Categories: Multi-Attribute Reference Understanding for Visual Grounding
Hao Guo, Jianfei Zhu, Wei Fan +2
Referring expression comprehension (REC) aims at achieving object localization based on natural language descriptions. However, existing REC approaches are constrained by object ca…
AD-DINO: Attention-Dynamic DINO for Distance-Aware Embodied Reference Understanding
Hao Guo, Wei Fan, Baichun Wei +4
Embodied reference understanding is crucial for intelligent agents to predict referents based on human intention through gesture signals and language descriptions. This paper intro…
An Adaptively Weighted Averaging Method for Regional Time Series Extraction of fMRI-based Brain Decoding
Jianfei Zhu, Baichun Wei, Jiaru Tian +2
Brain decoding that classifies cognitive states using the functional fluctuations of the brain can provide insightful information for understanding the brain mechanisms of cognitiv…