More and more large multimodal models (LMMs) are being released from time to time, but the finetuning of these models is not always straightforward. This codebase aims to provide a unified, minimal ...
ROMA – La fusoliera completamente bianca. La coda scura, con 5 triangoli grigi. La grande scritta Star Alliance. Più in piccolo, il brand Ita Airways che rimanda alla vecchia Alitalia per i colori ...
Abstract: The outstanding performance of Large Multimodal Models (LMMs) has made them widely applied in vision-related tasks. However, various corruptions in the real world mean that images will not ...
Why are LMMs excellent in benchmarks but limited in the real-world?** Robustness is a crucial factor. In experiments, LMMs usually receive high-quality images, but in real-world scenarios that ...
Abstract: Despite the rapid integration of video perception capabilities into Large Multimodal Models (LMMs), what drives their video perception remains poorly understood. Consequently, many design ...
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