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.LG2018
Overcoming Catastrophic Forgetting by Soft Parameter Pruning
Jian Peng, Jiang Hao, Zhuo Li +5
Catastrophic forgetting is a challenge issue in continual learning when a deep neural network forgets the knowledge acquired from the former task after learning on subsequent tasks…