3 papers
cs.LG2025
KnowDR-REC: A Benchmark for Referring Expression Comprehension with Real-World Knowledge
Guanghao Jin, Jingpei Wu, Tianpei Guo +3
Referring Expression Comprehension (REC) is a popular multimodal task that aims to accurately detect target objects within a single image based on a given textual expression. Howev…
cs.LG2025
NeuroDx-LM: A Clinical Large-Scale Model for EEG-based Neurological Disorder Detection
Guanghao Jin, Yuan Liang, Yihan Ma +2
Large-scale models pre-trained on Electroencephalography (EEG) have shown promise in clinical applications such as neurological disorder detection. However, the practical deploymen…
cs.CV2023
Human Attention-Guided Explainable Artificial Intelligence for Computer Vision Models
Guoyang Liu, Jindi Zhang, Antoni B. Chan +1
We examined whether embedding human attention knowledge into saliency-based explainable AI (XAI) methods for computer vision models could enhance their plausibility and faithfulnes…