arxivcs.ROcs.AIcs.CV2026-07-03
Differential Amplifier-Inspired AmpAttention for Multi-View Robotic Manipulation
Jin Yang, Ping Wei, Nanning Zheng
Multi-view robotic manipulation methods with the attention mechanism have recently achieved significant progress in both training efficiency and task performance. However, the inherent redundancy, occlusion, and viewpoint dependency in robotic view images often lead to severe att…