<hi xmlns="http://www.tei-c.org/ns/1.0" rend="bold">Li, Junnan, Li, </hi> <hi xmlns="http://www.tei-c.org/ns/1.0" rend="bold"> </hi> <hi xmlns="http://www.tei-c.org/ns/1.0" rend="bold">Dongxu Li</hi> <hi xmlns="http://www.tei-c.org/ns/1.0" rend="bold">, </hi> <hi xmlns="http://www.tei-c.org/ns/1.0" rend="bold">Silvio Savarese</hi> <hi xmlns="http://www.tei-c.org/ns/1.0" rend="bold">, and </hi> <hi xmlns="http://www.tei-c.org/ns/1.0" rend="bold">Steven Hoi</hi>. <hi xmlns="http://www.tei-c.org/ns/1.0" rend="color(#222222)"> 2023. “Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models.” In </hi> <hi xmlns="http://www.tei-c.org/ns/1.0" rend="italic">International conference on machine learning</hi> <hi xmlns="http://www.tei-c.org/ns/1.0" rend="color(#222222)"> (pp. 19730-19742). PMLR.</hi>