2 papers
cs.AI2025
Systematic Abductive Reasoning via Diverse Relation Representations in Vector-symbolic Architecture
Zhong-Hua Sun, Ru-Yuan Zhang, Zonglei Zhen +4
In abstract visual reasoning, monolithic deep learning models suffer from limited interpretability and generalization, while existing neuro-symbolic approaches fall short in captur…
cs.CV2024
Memoryless Multimodal Anomaly Detection via Student-Teacher Network and Signed Distance Learning
Zhongbin Sun, Xiaolong Li, Yiran Li +1
Unsupervised anomaly detection is a challenging computer vision task, in which 2D-based anomaly detection methods have been extensively studied. However, multimodal anomaly detecti…