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M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-training

Jun 04, 2020
Haoyang Huang, Lin Su, Di Qi, Nan Duan, Edward Cui, Taroon Bharti, Lei Zhang, Lijuan Wang, Jianfeng Gao, Bei Liu, Jianlong Fu, Dongdong Zhang, Xin Liu, Ming Zhou

* 10 pages,2 figures 

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Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers

Apr 02, 2020
Zhicheng Huang, Zhaoyang Zeng, Bei Liu, Dongmei Fu, Jianlong Fu


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Neural Storyboard Artist: Visualizing Stories with Coherent Image Sequences

Nov 24, 2019
Shizhe Chen, Bei Liu, Jianlong Fu, Ruihua Song, Qin Jin, Pingping Lin, Xiaoyu Qi, Chunting Wang, Jin Zhou

* ACM MM 2019 

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Learning Rich Image Region Representation for Visual Question Answering

Oct 29, 2019
Bei Liu, Zhicheng Huang, Zhaoyang Zeng, Zheyu Chen, Jianlong Fu

* Rank 2 in VQA Challenge 2019 

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Gastroscopic Panoramic View: Application to Automatic Polyps Detection under Gastroscopy

Oct 19, 2019
Shi Chenfei, Yan Xue, Chuan Jiang, Hui Tian, Bei Liu


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WSOD^2: Learning Bottom-up and Top-down Objectness Distillation for Weakly-supervised Object Detection

Sep 11, 2019
Zhaoyang Zeng, Bei Liu, Jianlong Fu, Hongyang Chao, Lei Zhang

* Accepted as a ICCV 2019 poster paper 

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Activitynet 2019 Task 3: Exploring Contexts for Dense Captioning Events in Videos

Jul 11, 2019
Shizhe Chen, Yuqing Song, Yida Zhao, Qin Jin, Zhaoyang Zeng, Bei Liu, Jianlong Fu, Alexander Hauptmann

* Winner solution in CVPR 2019 Activitynet Dense Video Captioning challenge 

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Beyond Narrative Description: Generating Poetry from Images by Multi-Adversarial Training

Oct 10, 2018
Bei Liu, Jianlong Fu, Makoto P. Kato, Masatoshi Yoshikawa


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