Dongwoo Kang

Harnessing Input-Adaptive Inference for Efficient VLN

An emerging paradigm in vision-and-language navigation (VLN) is the use of history-aware multi-modal transformer models. Given a language instruction, these models process observation and navigation history to predict the most appropriate action for an agent. While they have significantly improved p…