LongVA and the Influence of Lengthy Context Switch in Visible Processing: Enhancing Giant Multimodal Fashions for Lengthy Video Sequences
The sphere of analysis focuses on enhancing giant multimodal fashions (LMMs) to course of and perceive extraordinarily lengthy video sequences. Video sequences supply beneficial temporal data, however present LMMs need assistance to grasp exceptionally lengthy movies. This difficulty stems from the sheer quantity of visible tokens generated by the imaginative and prescient encoders, making it…