Shi-Qi Peng

Retrospective Open-Vocabulary Memory for Long-Term Object Search

Long-term object search requires learning where objects usually appear from repeated but uneven observations of a changing environment. We formulate retrospective open-vocabulary memory as probabilistic inference from censored observations, where the key idea is to reason with evidence per opportunity: a detection or n...