Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks. - Xiujun Li; Xi Yin 006; Chunyuan Li; Pengchuan Zhang; Xiaowei Hu 006; Lei Zhang 001; Lijuan Wang; Houdong Hu; Li Dong 004; Furu Wei; Yejin Choi 001; Jianfeng Gao 001 (ECCV (30), 2020)

VIVO: Surpassing Human Performance in Novel Object Captioning with Visual Vocabulary Pre-Training. - Xiaowei Hu 006; Xi Yin 006; Kevin Lin; Lijuan Wang; Lei Zhang 001; Jianfeng Gao 001; Zicheng Liu 001 (CoRR, 2020)

MiniVLM: A Smaller and Faster Vision-Language Model. - Jianfeng Wang; Xiaowei Hu 006; Pengchuan Zhang; Xiujun Li; Lijuan Wang; Lei Zhang 001; Jianfeng Gao 001; Zicheng Liu 001 (CoRR, 2020)

VIVO: Visual Vocabulary Pre-Training for Novel Object Captioning. - Xiaowei Hu 006; Xi Yin 006; Kevin Lin; Lei Zhang 001; Jianfeng Gao 001; Lijuan Wang; Zicheng Liu 001 (AAAI, 2021)

VinVL: Revisiting Visual Representations in Vision-Language Models. - Pengchuan Zhang; Xiujun Li; Xiaowei Hu 006; Jianwei Yang; Lei Zhang 001; Lijuan Wang; Yejin Choi 001; Jianfeng Gao 001 (CVPR, 2021)

Compressing Visual-linguistic Model via Knowledge Distillation. - Zhiyuan Fang; Jianfeng Wang; Xiaowei Hu 006; Lijuan Wang; Yezhou Yang; Zicheng Liu 001 (ICCV, 2021)

VinVL: Making Visual Representations Matter in Vision-Language Models. - Pengchuan Zhang; Xiujun Li; Xiaowei Hu 006; Jianwei Yang; Lei Zhang 001; Lijuan Wang; Yejin Choi 001; Jianfeng Gao 001 (CoRR, 2021)

UFO: A UniFied TransfOrmer for Vision-Language Representation Learning. - Jianfeng Wang; Xiaowei Hu 006; Zhe Gan; Zhengyuan Yang; Xiyang Dai; Zicheng Liu 001; Yumao Lu; Lijuan Wang (CoRR, 2021)

Crossing the Format Boundary of Text and Boxes: Towards Unified Vision-Language Modeling. - Zhengyuan Yang; Zhe Gan; Jianfeng Wang; Xiaowei Hu 006; Faisal Ahmed 001; Zicheng Liu 001; Yumao Lu; Lijuan Wang (CoRR, 2021)

Scaling Up Vision-Language Pre-training for Image Captioning. - Xiaowei Hu 006; Zhe Gan; Jianfeng Wang; Zhengyuan Yang; Zicheng Liu 001; Yumao Lu; Lijuan Wang (CoRR, 2021)

An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA. - Zhengyuan Yang; Zhe Gan; Jianfeng Wang; Xiaowei Hu 006; Yumao Lu; Zicheng Liu 001; Lijuan Wang (AAAI, 2022)

Scaling Up Vision-Language Pretraining for Image Captioning. - Xiaowei Hu 006; Zhe Gan; Jianfeng Wang; Zhengyuan Yang; Zicheng Liu 001; Yumao Lu; Lijuan Wang (CVPR, 2022)

Injecting Semantic Concepts into End-to-End Image Captioning. - Zhiyuan Fang; Jianfeng Wang; Xiaowei Hu 006; Lin Liang; Zhe Gan; Lijuan Wang; Yezhou Yang; Zicheng Liu 001 (CVPR, 2022)

UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling. - Zhengyuan Yang; Zhe Gan; Jianfeng Wang; Xiaowei Hu 006; Faisal Ahmed 001; Zicheng Liu 001; Yumao Lu; Lijuan Wang (ECCV (36), 2022)

NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual Synthesis. - Jian Liang; Chenfei Wu; Xiaowei Hu 006; Zhe Gan; Jianfeng Wang; Lijuan Wang; Zicheng Liu 001; Yuejian Fang; Nan Duan (NeurIPS, 2022)

K-LITE: Learning Transferable Visual Models with External Knowledge. - Sheng Shen 001; Chunyuan Li; Xiaowei Hu 006; Yujia Xie; Jianwei Yang; Pengchuan Zhang; Zhe Gan; Lijuan Wang; Lu Yuan; Ce Liu 001; Kurt Keutzer; Trevor Darrell; et al. (NeurIPS, 2022)

GLIPv2: Unifying Localization and Vision-Language Understanding. - Haotian Zhang 005; Pengchuan Zhang; Xiaowei Hu 006; Yen-Chun Chen 001; Liunian Harold Li; Xiyang Dai; Lijuan Wang; Lu Yuan; Jenq-Neng Hwang; Jianfeng Gao 001 (NeurIPS, 2022)

GIT: A Generative Image-to-text Transformer for Vision and Language. - Jianfeng Wang; Zhengyuan Yang; Xiaowei Hu 006; Linjie Li; Kevin Lin; Zhe Gan; Zicheng Liu 001; Ce Liu 001; Lijuan Wang (Trans. Mach. Learn. Res., 2022)