Being-VL-0.5 is an MLLM that combines text and image understanding using a novel approach called Visual Byte-Pair Encoding (vBPE). Instead of treating images and text as completely separate modalities ...

Abstract: Neural networks have achieved remarkable success across various fields. However, the lack of interpretability limits their practical use, particularly in critical decision-making scenarios.