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MedDG: A Large-scale Medical Consultation Dataset for Building Medical Dialogue System

Oct 15, 2020
Wenge Liu, Jianheng Tang, Jinghui Qin, Lin Xu, Zhen Li, Xiaodan Liang

* Data and code are available at https://github.com/lwgkzl/MedDG 

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Semantically-Aligned Universal Tree-Structured Solver for Math Word Problems

Oct 14, 2020
Jinghui Qin, Lihui Lin, Xiaodan Liang, Rumin Zhang, Liang Lin

* EMNLP2020 

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GRADE: Automatic Graph-Enhanced Coherence Metric for Evaluating Open-Domain Dialogue Systems

Oct 08, 2020
Lishan Huang, Zheng Ye, Jinghui Qin, Liang Lin, Xiaodan Liang

* Long paper; EMNLP2020 

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CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point Blending

Jul 23, 2020
Hang Xu, Shaoju Wang, Xinyue Cai, Wei Zhang, Xiaodan Liang, Zhenguo Li

* Accepted by ECCV2020 

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

Jul 22, 2020
Xin Chen, Yawen Duan, Zewei Chen, Hang Xu, Zihao Chen, Xiaodan Liang, Tong Zhang, Zhenguo Li

* 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

* 11 pages, 3 figures 

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Bidirectional Graph Reasoning Network for Panoptic Segmentation

Apr 14, 2020
Yangxin Wu, Gengwei Zhang, Yiming Gao, Xiajun Deng, Ke Gong, Xiaodan Liang, Liang Lin

* CVPR2020 

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Linguistically Driven Graph Capsule Network for Visual Question Reasoning

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

* 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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Vision-Dialog Navigation by Exploring Cross-modal Memory

Mar 15, 2020
Yi Zhu, Fengda Zhu, Zhaohuan Zhan, Bingqian Lin, Jianbin Jiao, Xiaojun Chang, Xiaodan Liang

* CVPR2020 

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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

* 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

* 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

* 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

* Accepted by AAAI20 

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SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection

Nov 30, 2019
Lewei Yao, Hang Xu, Wei Zhang, Xiaodan Liang, Zhenguo Li

* Accepted by AAAI 2020 

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Blockwisely Supervised Neural Architecture Search with Knowledge Distillation

Nov 29, 2019
Changlin Li, Jiefeng Peng, Liuchun Yuan, Guangrun Wang, Xiaodan Liang, Liang Lin, Xiaojun Chang

* We achieve a state-of-the-art 78.4% top-1 accuracy on ImageNet in a mobile setting, which is about a 2.1% gain over EfficientNet-B0 

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Vision-Language Navigation with Self-Supervised Auxiliary Reasoning Tasks

Nov 28, 2019
Fengda Zhu, Yi Zhu, Xiaojun Chang, Xiaodan Liang


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Heterogeneous Graph Learning for Visual Commonsense Reasoning

Oct 25, 2019
Weijiang Yu, Jingwen Zhou, Weihao Yu, Xiaodan Liang, Nong Xiao

* 11 pages, 5 figures 

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Layout-Graph Reasoning for Fashion Landmark Detection

Oct 04, 2019
Weijiang Yu, Xiaodan Liang, Ke Gong, Chenhan Jiang, Nong Xiao, Liang Lin

* 9 pages, 5 figures, CVPR2019 

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Meta R-CNN : Towards General Solver for Instance-level Low-shot Learning

Sep 28, 2019
Xiaopeng Yan, Ziliang Chen, Anni Xu, Xiaoxi Wang, Xiaodan Liang, Liang Lin

* Published in ICCV-2019. Project: https://yanxp.github.io/metarcnn.html 

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Explainable High-order Visual Question Reasoning: A New Benchmark and Knowledge-routed Network

Sep 23, 2019
Qingxing Cao, Bailin Li, Xiaodan Liang, Liang Lin


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Multivariate-Information Adversarial Ensemble for Scalable Joint Distribution Matching

Jul 08, 2019
Ziliang Chen, Zhanfu Yang, Xiaoxi Wang, Xiaodan Liang, Xiaopeng Yan, Guanbin Li, Liang Lin

* ICML-19 

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Blending-target Domain Adaptation by Adversarial Meta-Adaptation Networks

Jul 08, 2019
Ziliang Chen, Jingyu Zhuang, Xiaodan Liang, Liang Lin

* CVPR-19 (oral). Code is available at http://github.com/zjy526223908/BTDA 

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Fashion Editing with Multi-scale Attention Normalization

Jun 03, 2019
Haoye Dong, Xiaodan Liang, Yixuan Zhang, Xujie Zhang, Zhenyu Xie, Bowen Wu, Ziqi Zhang, Xiaohui Shen, Jian Yin

* 22 pages, 18 figures 

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Target-Guided Open-Domain Conversation

May 29, 2019
Jianheng Tang, Tiancheng Zhao, Chenyan Xiong, Xiaodan Liang, Eric P. Xing, Zhiting Hu

* ACL 2019. Data and code available at https://github.com/squareRoot3/Target-Guided-Conversation. fixed typos 

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