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Language-guided Navigation via Cross-Modal Grounding and Alternate Adversarial Learning

Nov 22, 2020
Weixia Zhang, Chao Ma, Qi Wu, Xiaokang Yang

* Accepted to IEEE TCSVT 

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Language and Visual Entity Relationship Graph for Agent Navigation

Oct 19, 2020
Yicong Hong, Cristian Rodriguez-Opazo, Yuankai Qi, Qi Wu, Stephen Gould


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Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning

Oct 16, 2020
Xing Yan, Weizhong Zhang, Lin Ma, Wei Liu, Qi Wu

* NeurIPS 2018:1582-1592 

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MARS: Mixed Virtual and Real Wearable Sensors for Human Activity Recognition with Multi-Domain Deep Learning Model

Oct 09, 2020
Ling Pei, Songpengcheng Xia, Lei Chu, Fanyi Xiao, Qi Wu, Wenxian Yu, Robert Qiu


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CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation

Sep 16, 2020
Jing Yu, Yuan Chai, Yue Hu, Qi Wu

* 8 pages, 7 figures 

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Attention-SLAM: A Visual Monocular SLAM Learning from Human Gaze

Sep 15, 2020
Jinquan Li, Ling Pei, Danping Zou, Songpengcheng Xia, Qi Wu, Tao Li, Zhen Sun, Wenxian Yu


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Data-driven Meta-set Based Fine-Grained Visual Classification

Aug 06, 2020
Chuanyi Zhang, Yazhou Yao, Xiangbo Shu, Zechao Li, Zhenmin Tang, Qi Wu

* accepted by ACM MM 2020 

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Object-and-Action Aware Model for Visual Language Navigation

Jul 29, 2020
Yuankai Qi, Zizheng Pan, Shengping Zhang, Anton van den Hengel, Qi Wu


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Soft Expert Reward Learning for Vision-and-Language Navigation

Jul 21, 2020
Hu Wang, Qi Wu, Chunhua Shen


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Semantic Equivalent Adversarial Data Augmentation for Visual Question Answering

Jul 19, 2020
Ruixue Tang, Chao Ma, Wei Emma Zhang, Qi Wu, Xiaokang Yang

* To appear in ECCV 2020 

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Length-Controllable Image Captioning

Jul 19, 2020
Chaorui Deng, Ning Ding, Mingkui Tan, Qi Wu

* To be appeared in ECCV 2020 

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Referring Expression Comprehension: A Survey of Methods and Datasets

Jul 19, 2020
Yanyuan Qiao, Chaorui Deng, Qi Wu


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DAM: Deliberation, Abandon and Memory Networks for Generating Detailed and Non-repetitive Responses in Visual Dialogue

Jul 07, 2020
Xiaoze Jiang, Jing Yu, Yajing Sun, Zengchang Qin, Zihao Zhu, Yue Hu, Qi Wu

* Accepted by IJCAI 2020. SOLE copyright holder is IJCAI (International Joint Conferences on Artificial Intelligence) 

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Mucko: Multi-Layer Cross-Modal Knowledge Reasoning for Fact-based Visual Question Answering

Jun 17, 2020
Zihao Zhu, Jing Yu, Yujing Wang, Yajing Sun, Yue Hu, Qi Wu

* Accepted by IJCAI 2020. SOLE copyright holder is IJCAI (international Joint Conferences on Artificial Intelligence) 

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Foreground-Background Imbalance Problem in Deep Object Detectors: A Review

Jun 16, 2020
Joya Chen, Qi Wu, Dong Liu, Tong Xu

* Accepted by IEEE MIPR 2020 

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Give Me Something to Eat: Referring Expression Comprehension with Commonsense Knowledge

Jun 02, 2020
Peng Wang, Dongyang Liu, Hui Li, Qi Wu


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Structured Multimodal Attentions for TextVQA

Jun 01, 2020
Chenyu Gao, Qi Zhu, Peng Wang, Hui Li, Yuliang Liu, Anton van den Hengel, Qi Wu

* 19 pages, winner of TextVQA Challenge 2020 

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Quantized Adam with Error Feedback

Apr 29, 2020
Congliang Chen, Li Shen, Haozhi Huang, Qi Wu, Wei Liu


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Utilising Prior Knowledge for Visual Navigation: Distil and Adapt

Apr 07, 2020
M. Mahdi Kazemi Moghaddam, Qi Wu, Ehsan Abbasnejad, Javen Shi

* Under review 

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Sub-Instruction Aware Vision-and-Language Navigation

Apr 06, 2020
Yicong Hong, Cristian Rodriguez-Opazo, Qi Wu, Stephen Gould


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Cops-Ref: A new Dataset and Task on Compositional Referring Expression Comprehension

Mar 01, 2020
Zhenfang Chen, Peng Wang, Lin Ma, Kwan-Yee K. Wong, Qi Wu

* To appear in CVPR2020 

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Intelligent Home 3D: Automatic 3D-House Design from Linguistic Descriptions Only

Mar 01, 2020
Qi Chen, Qi Wu, Rui Tang, Yuhan Wang, Shuai Wang, Mingkui Tan

* To appear in CVPR2020 

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Fine-grained Video-Text Retrieval with Hierarchical Graph Reasoning

Mar 01, 2020
Shizhe Chen, Yida Zhao, Qin Jin, Qi Wu

* To be appeared in CVPR 2020 

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Say As You Wish: Fine-grained Control of Image Caption Generation with Abstract Scene Graphs

Mar 01, 2020
Shizhe Chen, Qin Jin, Peng Wang, Qi Wu

* To be appeared in CVPR 2020 

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DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue

Nov 17, 2019
Xiaoze Jiang, Jing Yu, Zengchang Qin, Yingying Zhuang, Xingxing Zhang, Yue Hu, Qi Wu

* Accepted by the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-2020) 

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Integrating Temporal and Spatial Attentions for VATEX Video Captioning Challenge 2019

Oct 15, 2019
Shizhe Chen, Yida Zhao, Yuqing Song, Qin Jin, Qi Wu

* ICCV 2019 VATEX challenge 

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Neural Learning of Online Consumer Credit Risk

Jun 05, 2019
Di Wang, Qi Wu, Wen Zhang

* 49 pages, 11 tables, 7 figures 

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Understanding Distributional Ambiguity via Non-robust Chance Constraint

Jun 03, 2019
Qi Wu, Shumin Ma, Cheuk Hang Leung, Wei Liu

* 20 pages, 2 figures 

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Show, Price and Negotiate: A Hierarchical Attention Recurrent Visual Negotiator

May 07, 2019
Amin Parvaneh, Ehsan Abbasnejad, Qi Wu, Javen Shi


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