Is User Feedback Always Informative? Retrieval Latent Defending for Semi-supervised Domain Adaptation Without Source Data

J Song, TS Kim, J Kim, G Nam, T Kooi… - European Conference on …, 2024 - Springer
This paper aims to adapt the source model to the target environment, leveraging small user
feedback (ie., labeled target data) readily available in real-world applications. We find that …

Parameter-efficient Tuning of Pretrained Visual-Language Models in Multitask Robot Learning

M Mittenbuehler, A Hendawy, C D'Eramo… - CoRL 2023 Workshop … - openreview.net
Multimodal pretrained visual-language models (pVLMs) have showcased excellence across
several applications, like visual question-answering. Their recent application for policy …