Zhongsheng Lin

Few-Shot Incremental Multi-modal Learning via Touch Guidance and Imaginary Vision Synthesis

Multimodal perception, which integrates vision and touch, is increasingly demonstrating its significance in domains such as embodied intelligence and human-computer interaction. However, in open-world scenarios, multimodal data streams face significant challenges, including catastrophic forgetting a