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Xiaodan Liang

CATCH: Context-based Meta Reinforcement Learning for Transferrable Architecture Search

Jul 18, 2020
Xin Chen, Yawen Duan, Zewei Chen, Hang Xu, Zihao Chen, Xiaodan Liang, Tong Zhang, Zhenguo Li

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* Published at ECCV2020

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Auxiliary Signal-Guided Knowledge Encoder-Decoder for Medical Report Generation

Jun 06, 2020
Mingjie Li, Fuyu Wang, Xiaojun Chang, Xiaodan Liang

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* 11 pages, 3 figures

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Linguistically Driven Graph Capsule Network for Visual Question Reasoning

Mar 23, 2020
Qingxing Cao, Xiaodan Liang, Keze Wang, Liang Lin

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* Submitted to TPAMI 2020. We have achieved an end-to-end interpretable structural reasoning for general images without the requirement of layout annotations

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Learning Reinforced Agents with Counterfactual Simulation for Medical Automatic Diagnosis

Mar 14, 2020
Junfan Lin, Ziliang Chen, Xiaodan Liang, Keze Wang, Liang Lin

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* Submitted to TPAMI 2020. In the experiments, our trained agent achieves the new state-of-the-art under various experimental settings and possesses the advantage of sample-efficiency and robustness compared to other existing MAD methods

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Dynamic Knowledge Routing Network For Target-Guided Open-Domain Conversation

Mar 06, 2020
Jinghui Qin, Zheng Ye, Jianheng Tang, Xiaodan Liang

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* 8 pages, 2 figues, 6tables, AAAI2020, fix our model's abbreviation

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ElixirNet: Relation-aware Network Architecture Adaptation for Medical Lesion Detection

Mar 03, 2020
Chenhan Jiang, Shaoju Wang, Hang Xu, Xiaodan Liang, Nong Xiao

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* 7 pages, 5 figure, AAAI2020

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Universal-RCNN: Universal Object Detector via Transferable Graph R-CNN

Feb 18, 2020
Hang Xu, Linpu Fang, Xiaodan Liang, Wenxiong Kang, Zhenguo Li

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* Accepted by AAAI20

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