We propose to accumulate multimodal knowledge to overcome the label distribution shift caused by unseen compositions recombined from attributes and objects by leveraging unsupervised data at test time.

A fully autonomous neuromorphic pipeline for tiny autonomous UAV to navigate and avoid dynamic obstacles under various light conditions in less than 2.3 ms with energy consumption reduced to 21% of traditional architecture.