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REM-Net: Recursive Erasure Memory Network for Commonsense Evidence Refinement

Jan 03, 2021
Yinya Huang, Meng Fang, Xunlin Zhan, Qingxing Cao, Xiaodan Liang, Liang Lin

* Accepted by AAAI 2021 

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Knowledge-Routed Visual Question Reasoning: Challenges for Deep Representation Embedding

Dec 14, 2020
Qingxing Cao, Bailin Li, Xiaodan Liang, Keze Wang, Liang Lin

* To appear in TNNLS 2021. Considering that a desirable VQA model should correctly perceive the image context, understand the question, and incorporate its learned knowledge, our proposed dataset aims to cutoff the shortcut learning exploited by the current deep embedding models and push the research boundary of the knowledge-based visual question reasoning 

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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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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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Face Hallucination by Attentive Sequence Optimization with Reinforcement Learning

May 04, 2019
Yukai Shi, Guanbin Li, Qingxing Cao, Keze Wang, Liang Lin

* To be published in TPAMI 

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Interpretable Visual Question Answering by Reasoning on Dependency Trees

Sep 06, 2018
Qingxing Cao, Xiaodan Liang, Bailin Li, Liang Lin

* 14 pages, 10 figures. arXiv admin note: text overlap with arXiv:1804.00105 

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Visual Question Reasoning on General Dependency Tree

Mar 31, 2018
Qingxing Cao, Xiaodan Liang, Bailing Li, Guanbin Li, Liang Lin

* Accepted as spotlight at CVPR 2018 

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Attention-Aware Face Hallucination via Deep Reinforcement Learning

Aug 10, 2017
Qingxing Cao, Liang Lin, Yukai Shi, Xiaodan Liang, Guanbin Li

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Recognizing Focal Liver Lesions in Contrast-Enhanced Ultrasound with Discriminatively Trained Spatio-Temporal Model

Feb 03, 2015
Xiaodan Liang, Qingxing Cao, Rui Huang, Liang Lin

* Biomedical Imaging (ISBI), 2014 IEEE 11th International Symposium on , vol., no., pp.1184-1187, April 2014 
* 5 pages, 1 figures 

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