3 papers
cs.CV2025
A biological vision inspired framework for machine perception of abutting grating illusory contours
Xiao Zhang, Kai-Fu Yang, Xian-Shi Zhang +3
Higher levels of machine intelligence demand alignment with human perception and cognition. Deep neural networks (DNN) dominated machine intelligence have demonstrated exceptional…
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
Vector-Symbolic Architecture for Event-Based Optical Flow
Hongzhi You, Yijun Cao, Wei Yuan +3
From a perspective of feature matching, optical flow estimation for event cameras involves identifying event correspondences by comparing feature similarity across accompanying eve…