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Hao Tian
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Sichuan University

ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model with Knowledge-Enhanced Mixture-of-Denoising-Experts


Oct 27, 2022
Zhida Feng, Zhenyu Zhang, Xintong Yu, Yewei Fang, Lanxin Li, Xuyi Chen, Yuxiang Lu, Jiaxiang Liu, Weichong Yin, Shikun Feng, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang

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ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding


Oct 14, 2022
Qiming Peng, Yinxu Pan, Wenjin Wang, Bin Luo, Zhenyu Zhang, Zhengjie Huang, Teng Hu, Weichong Yin, Yongfeng Chen, Yin Zhang, Shikun Feng, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang

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* Accepted to EMNLP 2022 (Findings) 
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ERNIE-ViL 2.0: Multi-view Contrastive Learning for Image-Text Pre-training


Sep 30, 2022
Bin Shan, Weichong Yin, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang

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* 14 pages, 6 figures 
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Delving into the Devils of Bird's-eye-view Perception: A Review, Evaluation and Recipe


Sep 12, 2022
Hongyang Li, Chonghao Sima, Jifeng Dai, Wenhai Wang, Lewei Lu, Huijie Wang, Enze Xie, Zhiqi Li, Hanming Deng, Hao Tian, Xizhou Zhu, Li Chen, Yulu Gao, Xiangwei Geng, Jia Zeng, Yang Li, Jiazhi Yang, Xiaosong Jia, Bohan Yu, Yu Qiao, Dahua Lin, Si Liu, Junchi Yan, Jianping Shi, Ping Luo

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Graph Kernels Based on Multi-scale Graph Embeddings


Jun 02, 2022
Wei Ye, Hao Tian, Qijun Chen

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* 14 pages 
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ERNIE-Search: Bridging Cross-Encoder with Dual-Encoder via Self On-the-fly Distillation for Dense Passage Retrieval


May 18, 2022
Yuxiang Lu, Yiding Liu, Jiaxiang Liu, Yunsheng Shi, Zhengjie Huang, Shikun Feng Yu Sun, Hao Tian, Hua Wu, Shuaiqiang Wang, Dawei Yin, Haifeng Wang

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Accurate ADMET Prediction with XGBoost


Apr 15, 2022
Hao Tian, Rajas Ketkar, Peng Tao

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ERNIE-SPARSE: Learning Hierarchical Efficient Transformer Through Regularized Self-Attention


Mar 23, 2022
Yang Liu, Jiaxiang Liu, Li Chen, Yuxiang Lu, Shikun Feng, Zhida Feng, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang

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Indicative Image Retrieval: Turning Blackbox Learning into Grey


Jan 28, 2022
Xulu Zhang, Zhenqun Yang, Hao Tian, Qing Li, Xiaoyong Wei

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