10 citations · 10 across the 3 of their papers we have counts for
3 papers
cs.CV2024
Exemplar Masking for Multimodal Incremental Learning
Yi-Lun Lee, Chen-Yu Lee, Wei-Chen Chiu +1
Multimodal incremental learning needs to digest the information from multiple modalities while concurrently learning new knowledge without forgetting the previously learned informa…
cs.CV2024
Delve into Visual Contrastive Decoding for Hallucination Mitigation of Large Vision-Language Models
Yi-Lun Lee, Yi-Hsuan Tsai, Wei-Chen Chiu
While large vision-language models (LVLMs) have shown impressive capabilities in generating plausible responses correlated with input visual contents, they still suffer from halluc…
cs.CV2023★ 10 cited
Multimodal Prompting with Missing Modalities for Visual Recognition
Yi-Lun Lee, Yi-Hsuan Tsai, Wei-Chen Chiu +1
In this paper, we tackle two challenges in multimodal learning for visual recognition: 1) when missing-modality occurs either during training or testing in real-world situations; a…