%0 Journal Article %T Enhancing Vision-Language Pre-training with Rich Supervisions %A Gao, Yuan %A Shi, Kunyu %A Zhu, Pengkai %A Belval, Edouard %A Nuriel, Oren %A Appalaraju, Srikar %A Ghadar, Shabnam %A Mahadevan, Vijay %A Tu, Zhuowen %A Soatto, Stefano %J Computing Research Repository %V 2025 %N 2403 %D 2025-03-13 %~ DeepDyve