Selected Publications

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All Journal Conference
Debiased Visual Question Answering from Feature and Sample Perspectives
Zhiquan Wen, Guanghui Xu, Mingkui Tan, Qingyao Wui, Qi Wu
September 2021 NeurIPS
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Landmark-RxR: Solving Vision-and-Language Navigation with Fine-Grained Alignment Supervision
Keji He, Yan Huang, Qi Wu, Jianhua Yang, Dong An, Shuanglin Sima, Liang Wang
September 2021 NeurIPS
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Neighbor-view Enhanced Model for Vision and Language Navigation
Dong An, Yuankai Qi, Yan Huang, Qi Wu, Liang Wang, Tieniu Tan
July 2021 ACM MM
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R-GAN: Exploring Human-like Way for Reasonable Text-to-Image Sythesis via Generative Adversarial Networks
Yanyuan Qiao, Qi Chen*, Chaorui Deng, Ning Ding, Yuankai Qi, Mingkui Tan, Xincheng Ren, Qi Wu
July 2021 ACM MM
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The Road to Know-Where: An Object-and-Room Informed Sequential BERT for Indoor Vision-Language Navigation
Dong An, Yuankai Qi, Yan Huang, Qi Wu, Liang Wang, Tieniu Tan
July 2021 ICCV
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CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation
Jing Yu, Yuan Chai, Yujing Wang, Yue Hu, Qi Wu
April 2021 IJCAI
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Proposal-free One-stage Referring Expression via Grid-Word Cross-Attention
Wei Suo, Mengyang Sun, Peng Wang, Qi Wu
April 2021 IJCAI
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The Road to Know-Where: An Object-and-Room Informed Sequential BERT for Indoor Vision-Language Navigation
Yuankai Qi, Zizheng Pan, Yicong Hong, Ming-Hsuan Yang, Anton van den Henhel, Qi Wu
April 2021 IJCAI
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A Recurrent Vision-and-Language BERT for Navigation
Yicong Hong, Qi Wu, Yuankai Qi, Cristian Rodriguez-Opazo, Stephen Gould
March 2021 CVPR
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Jo-SRC: A Contrastive Approach for Combating Noisy Labels
Zeren Sun, Yazhou Yao, Fumin Shen, Qi Wu, Zhenmin Tang, Jian Zhang
March 2021 CVPR
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Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation
Tao Chen, Guo-Sen Xie, Yazhou Yao, Fumin Shen, Qi Wu, Zhenmin Tang, Jian Zhang
March 2021 CVPR
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Room-and-Object Aware Knowledge Reasoning for Remote Embodied Referring Expression
Chen Gao, Jinyu Chen, Si Liu, Luting Wang, Qiong Zhang, Qi Wu
March 2021 CVPR
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Sketch, Ground, and Refine: Top-Down Dense Video Captioning
Chaorui Deng, Shizhe Chen, Da Chen, Qi Wu
March 2021 CVPR
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Towards Accurate Text-based Image Captioning with Content Diversity Exploration
Guanghui Xu, Mingkui Tan, Shuaicheng Niu, Yucheng Luo, Qing Du, Qi Wu
March 2021 CVPR
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How to Train Your Agent to Read and Write?
Li Liu, Mengge He, Guanghui Xu, Mingkui Tan, Qi Wu
January 2021 AAAI
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Optimistic Agent: Accurate Graph-Based Value Estimation for More Successful Visual Navigation
Mahdi Kazemi Moghaddam, Qi Wu, Ehsan Abbasnejad, Javen Qinfeng Shi
January 2021 AAAI
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Simple is not Easy: A Simple Strong Baseline for TextVQA and TextCaps.
Qi Zhu, Chenyu Gao, Peng Wang, Qi Wu
January 2021 AAAI
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Language and Visual Entity Relationship Graph for Agent Navigation
Yicong Hong, Cristian Rodriguez-Opazo, Yuankai Qi, Qi Wu, Stephen Gould
December 2020 NeurIPS
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Learning Dual Encoding Model for Adaptive Visual Understanding in Visual Dialogue
Jing Yu, Xiaoze Jiang, Zengchang Qin, Weifeng Zhang, Yue Hu, Qi Wu
December 2020 TIP
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Object-and-Action Aware Model for Visual Language Navigation
Yuankai Qi, Zizheng Pan, Shengping Zhang, Anton van den Hengel, Qi Wu
December 2020 ECCV
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Reasoning on the Relation: Enhancing Visual Representation for Visual Question Answering and Cross-modal Retrieval
Jing Yu, Weifeng Zhang, Yuhang Lu, Zengchang Qin, Yue Hu, Jianlong Tan, Qi Wu
December 2020 TMM
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REVERIE: Remote Embodied Visual Referring Expression in Real Indoor Environments
Yuankai Qi, Qi Wu, Peter Anderson, Xin Wang, William Yang Wang, Chunhua Shen, Anton van den Hengel
December 2020 CVPR
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Cops-Ref: A new Dataset and Task on Compositional Referring Expression Comprehension
Zhenfang Chen, Peng Wang, Lin Ma, Kwan-Yee K. Wong, Qi Wu
November 2020 CVPR
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DAM: Deliberation- Abandon and Memory Networks for Generating Detailed and Non-repetitive Responses in Visual Dialogue
Xiaoze Jiang, Jing Yu, Yajing Sun, Zengchang Qin, Zihao Zhu, Yue Hu, Qi Wu
November 2020 IJCAI
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DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue
Xiaoze Jiang, Jing Yu, Zengchang Qin, Yingying Zhuang, Xingxing Zhang, Yue Hu, Qi Wu
November 2020 AAAI
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Give Me Something to Eat: Referring Expression Comprehension with Commonsense Knowledge
Peng Wang, Dongyang Liu, Hui Li, Qi Wu
November 2020 ACM MM
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Language-guided Navigation via Cross-Modal Grounding and Alternate Adversarial Learning
Weixia Zhang, Chao Ma, Qi Wu, Xiaokang Yang
November 2020 TCSVT
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Length Controllable Image Captioning
Chaorui Deng, Ning Ding, Mingkui Tan, Qi Wu
November 2020 ECCV
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Modular Graph Attention Network for Complex Visual Relational Reasoning
Yihan Zheng, Zhiquan Wen, Mingkui Tan, Runhao Zeng, Qi Chen*, Yaowei Wang, Qi Wu
November 2020 AAAI
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Mucko: Multi-Layer Cross-Modal Knowledge Reasoning for Fact-based Visual Question Answering
Zihao Zhu, Jing Yu, Yujing Wang, Yajing Sun, Yue Hu, Qi Wu
November 2020 IJCAI
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Say As You Wish: Fine-grained Control of Image Caption Generation with Abstract Scene Graphs
Shizhe Chen, Qin Jin, Peng Wang, Qi Wu
November 2020 CVPR
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Semantic Equivalent Adversarial Data Augmentation for Visual Question Answering
Ruixue Tang, Chao Ma, Wei Emma Zhang, Qi Wu, Xiaokang Yang
November 2020 ECCV
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Soft Expert Reward Learning for Vision-and-Language Navigation
Hu Wang, Qi Wu, Chunhua Shen
November 2020 ECCV
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Sub-Instruction Aware Vision-and-Language Navigation
Yicong Hong, Cristian Rodriguez-Opazo, Qi Wu, Stephen Gould
November 2020 EMNLP
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Attend and Imagine: Multi-label Image Classification with Visual Attention and Recurrent Neural Networks
Fan Lyu, Qi Wu, Fuyuan Hu, Qingyao Wu, Mingkui Tan
October 2020 TMM
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Cascade Reasoning Network for Text-based Visual Question Answering
Fen Liu, Guanghui Xu, Qi Wu, Qing Du, Wei Jia, Mingkui Tan
October 2020 ACM MM
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FVQA: Fact-based visual question answering
Peng Wang, Qi Wu, Chunhua Shen, Anthony Dick, Anton van den Hengel
October 2020 TPAMI
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Medical Data Inquiry Using a Question Answering Model
Zhibin Liao*, Lingqiao Liu, Qi Wu, Damien Teney, Chunhua Shen, Johan Verjans, Anton van Hengel
October 2020 ISBI
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Visual-Semantic Graph Matching for Visual Grounding
Chengchen Jing, Yuwei Wu, Mingtao Pei, Yao Hu, Yunde Jia, Qi Wu
October 2020 ACM MM
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Visual Grounding via Accumulated Attention
Chaorui Deng, Qi Wu, Qingyao Wu, Fuyuan Hu, Fan Lyu, Mingkui Tan
September 2020 TPAMI
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Data-driven Meta-set Based Fine-Grained Visual Classification
Chuanyi Zhang, Yazhou Yao, Xiangbo Shu, Zechao Li, Zhenmin Tang, Qi Wu
August 2020 ACM MM
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Fine-grained Video-Text Retrieval with Hierarchical Graph Reasoning
Shizhe Chen, Yida Zhao, Qin Jin, Qi Wu
August 2020 CVPR
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Gold Seeker: Information Gain from Policy Distributions for Goal-oriented Vision-and-Langauge Reasoning
Ehsan Abbasnejad, Qi Wu, Iman Abbasnejad, Javen Shi, Anton van den Hengell
August 2020 CVPR
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Image and Sentence Matching via Semantic Concepts and Order Learning
Yan Huang, Qi Wu, Wei Wang, Liang Wang
August 2020 TPAMI
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Intelligent Home 3D: Automatic 3D-House Design from Linguistic Descriptions Only
Qi Chen*, Qi Wu* (equal contribution), Rui Tang, Yuhan Wang, Shuai Wang, Mingkui Tan
August 2020 CVPR
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Scripted Video Generation with a Bottom-up Generative Adversarial Network
Qi Chen*, Qi Wu, Jian Chen, Qingyao Wu, Anton van den Hengel, Mingkui Tan
August 2020 TIP
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Referring Expression Comprehension: A Survey of Methods and Datasets
Yanyuan Qiao, Chaorui Deng, Qi Wu
July 2020 TMM
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Overcoming Language Priors in VQA via Decomposed Linguistic Representations
Chenchen Jing, Yuwei Wu, Xiaoxun Zhang, Yunde Jia, Qi Wu
June 2020 AAAI
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Medical image classification using synergic deep learning
Jianpeng Zhang, Yutong Xie, Qi Wu, Yong Xia
May 2020 MIA
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Heritage Image Annotation via Collective Knowledge
Junjie Zhang*, Qi Wu, Jian Zhang, Chunhua Shen
February 2020 PR
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Multi-Label Image Classification with Regional Latent Semantic Dependencies
Junjie Zhang*, Qi Wu, Chunhua Shen, Jian Zhang
January 2020 TMM
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Watch, Reason and Code: Learning to Represent Videos Using Program
Xuguang Duan, Qi Wu, Chuang Gan, Yiwei Zhang, Wenbing Huang, Anton van den Hengel, Wenwu Zhu
October 2019 ACM MM
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Mind Your Neighbours: Image Annotation with Metadata Neighbourhood Graph Co-Attention Networks
unjie Zhang, Qi Wu, Jian Zhang, Chunhua Shen
June 2019 CVPR
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Image Captioning and Visual Question Answering Based on Attributes and Their Related External Knowledge
Qi Wu, Chunhua Shen, Anton van den Hengel, Peng Wang, Anthony Dick
May 2019 TPAMI
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Visual Question Answering: A Survey of Models and Datasets
Qi Wu, Damien Teney, Peng Wang, Chunhua Shen, Anthony Dick, Anton van den Hengel
March 2019 CVIU
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Visual Question Answering: A Tutorial
Damien Teney, Qi Wu, Anton van den Hengel
March 2019 SPM
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Skin Lesion Classification in Dermoscopy Images Using Synergic Deep Learning
Jianpeng Zhang, Yutong Xie, Qi Wu, Yong Xia
September 2018 MICCAI
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Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning
Qi Wu, Peng Wang, Chunhua Shen, Ian Reid, Anton van den Hengel
June 2018 CVPR
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Asking the Difficult Questions: Goal-Oriented Visual Question Generation via Intermediate Rewards
Junjie Zhang*, Qi Wu, Chunhua Shen, Jian Zhang, Jianfeng Lu
June 2018 ECCV
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Learning Semantic Concepts and Order for Image and Sentence Matching
Yan Huang, Qi Wu, Liang Wang
June 2018 CVPR
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Parallel Attention: A Unified Framework for Visual Object Discovery through Dialogs and Queries
Bohan Zhuang, Qi Wu, Chunhua Shen, Ian Reid, Anton van den Hengel
June 2018 CVPR
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Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environments
Peter Anderson, Qi Wu, Damien Teney, Jake Bruce, Mark Johnson, Niko Sunderhauf, Ian Reid, Stephen Gould, Anton van den Hengel
June 2018 CVPR
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Visual Grounding via Accumulated Attention
Chaorui Deng, Qi Wu, Fuyuan Hu, Fan Lv, Mingkui Tan
June 2018 CVPR
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Visual Question Answering with Memory-Augmented Networks
Chao Ma, Chunhua Shen, Anthony Dick, Qi Wu, Peng Wang, Anton van den Hengel, Ian Reid
June 2018 CVPR
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HCVRD: a benchmark for large-scale Human-Centered Visual Relationship Detection
Bohan Zhuang, Qi Wu, Ian Reid, Chunhua Shen, Anton van den Hengel
February 2018 AAAI
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Kill Two Birds With One Stone: Weakly-Supervised Neural Network for Image Annotation and Tag Refinement
Junjie Zhang*, Qi Wu, Jian Zhang, Chunhua Shen, Jianfeng Lu
February 2018 AAAI
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Explicit Knowledge-based Reasoning for Visual Question Answering
Peng Wang, Qi Wu, Chunhua Shen, Anton van den Hengel, Anthony Dick
August 2017 IJCAI
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The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions
Peng Wang, Qi Wu, Chunhua Shen, Anton van den Hengel
July 2017 CVPR
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Ask Me Anything: Free-form Visual Question Answering Based on Knowledge from External Sources
Qi Wu, Peng Wang, Chunhua Shen, Anton van den Hengel, Anthony Dick
June 2016 CVPR
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What Value Do Explicit High Level Concepts Have in Vision to Language Problems?
Qi Wu, Chunhua Shen, Anton van den Hengel, Lingqiao Liu, Anthony Dick
June 2016 CVPR
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Beyond Photo-Domain Object Recognition: Benchmarks for the Cross-Depiction Problem
Hongping Cai, Qi Wu, Peter Hall
December 2015 ICCV Workshop
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Learning Graphs to Model Visual Objects across Different Depictive Styles
Hongping Cai, Qi Wu, Peter Hall
September 2014 ECCV
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Modelling Visual Objects Invariant to Depictive Style
Qi Wu, Peter Hall
September 2013 ECCV
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Learning Graphs to Model Visual Objects across Different Depictive Styles
Qi Wu, Peter Hall
September 2012 ECCV
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