2 citations · 6 across the 16 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
cs.MM2023★ 2 cited
Redundancy-Adaptive Multimodal Learning for Imperfect Data
Mengxi Chen, Jiangchao Yao, Linyu Xing +3
Multimodal models trained on complete modality data often exhibit a substantial decrease in performance when faced with imperfect data containing corruptions or missing modalities.…
cs.CL2023★ 2 cited
Improving the Reliability of Large Language Models by Leveraging Uncertainty-Aware In-Context Learning
Yuchen Yang, Houqiang Li, Yanfeng Wang +1
In recent years, large-scale language models (LLMs) have gained attention for their impressive text generation capabilities. However, these models often face the challenge of "hall…