Qi Wu

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City University of Hong Kong ∙ The University of Adelaide

Senior Lecturer at University of Adelaide

Featured Co-authors

Chunhua Shen
235 publications
Wei Liu
216 publications
Jian Zhang
106 publications
Ian Reid
104 publications
Anton van den Hengel
98 publications
Peng Wang
97 publications
Liang Wang
77 publications
Hui Li
73 publications
Lin Ma
55 publications
Dong Liu
52 publications
Lingqiao Liu
50 publications

Language and Visual Entity Relationship Graph for Agent Navigation

Vision-and-Language Navigation (VLN) requires an agent to navigate in a ...
10/19/2020 ∙ by Yicong Hong, et al. ∙ 0 ∙ share

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Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning

We propose a parsimonious quantile regression framework to learn the dyn...
10/16/2020 ∙ by Xing Yan, et al. ∙ 0 ∙ share

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

Human activity recognition (HAR) using wearable Inertial Measurement Uni...
09/20/2020 ∙ by Ling Pei, et al. ∙ 17 ∙ share

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CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation

Scene graphs are semantic abstraction of images that encourage visual un...
09/16/2020 ∙ by Jing Yu, et al. ∙ 0 ∙ share

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

This paper proposes a novel simultaneous localization and mapping (SLAM)...
09/15/2020 ∙ by Jinquan Li, et al. ∙ 5 ∙ share

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

Constructing fine-grained image datasets typically requires domain-speci...
08/06/2020 ∙ by Chuanyi Zhang, et al. ∙ 0 ∙ share

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Object-and-Action Aware Model for Visual Language Navigation

Vision-and-Language Navigation (VLN) is unique in that it requires turni...
07/29/2020 ∙ by Yuankai Qi, et al. ∙ 2 ∙ share

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Soft Expert Reward Learning for Vision-and-Language Navigation

Vision-and-Language Navigation (VLN) requires an agent to find a specifi...
07/21/2020 ∙ by Hu Wang, et al. ∙ 0 ∙ share

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Semantic Equivalent Adversarial Data Augmentation for Visual Question Answering

Visual Question Answering (VQA) has achieved great success thanks to the...
07/19/2020 ∙ by Ruixue Tang, et al. ∙ 0 ∙ share

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Length-Controllable Image Captioning

The last decade has witnessed remarkable progress in the image captionin...
07/19/2020 ∙ by Chaorui Deng, et al. ∙ 12 ∙ share

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Referring Expression Comprehension: A Survey of Methods and Datasets

Referring expression comprehension (REC) aims to localize a target objec...
07/19/2020 ∙ by Yanyuan Qiao, et al. ∙ 0 ∙ share

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

Visual Dialogue task requires an agent to be engaged in a conversation w...
07/07/2020 ∙ by Xiaoze Jiang, et al. ∙ 0 ∙ share

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

Recent years have witnessed the remarkable developments made by deep lea...
06/16/2020 ∙ by Joya Chen, et al. ∙ 0 ∙ share

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

Fact-based Visual Question Answering (FVQA) requires external knowledge ...
06/16/2020 ∙ by Zihao Zhu, et al. ∙ 0 ∙ share

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

Fact-based Visual Question Answering (FVQA) requires external knowledge ...
06/16/2020 ∙ by Zihao Zhu, et al. ∙ 0 ∙ share

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

Conventional referring expression comprehension (REF) assumes people to ...
06/02/2020 ∙ by Peng Wang, et al. ∙ 8 ∙ share

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Structured Multimodal Attentions for TextVQA

Text based Visual Question Answering (TextVQA) is a recently raised chal...
06/01/2020 ∙ by Chenyu Gao, et al. ∙ 12 ∙ share

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Quantized Adam with Error Feedback

In this paper, we present a distributed variant of adaptive stochastic g...
04/29/2020 ∙ by Congliang Chen, et al. ∙ 6 ∙ share

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Sub-Instruction Aware Vision-and-Language Navigation

Vision-and-language navigation requires an agent to navigate through a r...
04/06/2020 ∙ by Yicong Hong, et al. ∙ 0 ∙ share

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

Referring expression comprehension (REF) aims at identifying a particula...
03/01/2020 ∙ by Zhenfang Chen, et al. ∙ 0 ∙ share

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

Home design is a complex task that normally requires architects to finis...
03/01/2020 ∙ by Qi Chen, et al. ∙ 0 ∙ share

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Fine-grained Video-Text Retrieval with Hierarchical Graph Reasoning

Cross-modal retrieval between videos and texts has attracted growing att...
03/01/2020 ∙ by Shizhe Chen, et al. ∙ 13 ∙ share

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

Humans are able to describe image contents with coarse to fine details a...
03/01/2020 ∙ by Shizhe Chen, et al. ∙ 7 ∙ share

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Diva: A Declarative and Reactive Language for In-Situ Visualization

The use of adaptive workflow management for in situ visualization and an...
01/30/2020 ∙ by Qi Wu, et al. ∙ 0 ∙ share

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

Different from Visual Question Answering task that requires to answer on...
11/17/2019 ∙ by Xiaoze Jiang, et al. ∙ 0 ∙ share

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Integrating Temporal and Spatial Attentions for VATEX Video Captioning Challenge 2019

This notebook paper presents our model in the VATEX video captioning cha...
10/15/2019 ∙ by Shizhe Chen, et al. ∙ 0 ∙ share

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Neural Learning of Online Consumer Credit Risk

This paper takes a deep learning approach to understand consumer credit ...
06/05/2019 ∙ by Di Wang, et al. ∙ 0 ∙ share

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Understanding Distributional Ambiguity via Non-robust Chance Constraint

The choice of the ambiguity radius is critical when an investor uses the...
06/03/2019 ∙ by Qi Wu, et al. ∙ 0 ∙ share

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

Negotiation, as a seller or buyer, is an essential and complicated aspec...
05/07/2019 ∙ by Amin Parvaneh, et al. ∙ 0 ∙ share

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RERERE: Remote Embodied Referring Expressions in Real indoor Environments

One of the long-term challenges of robotics is to enable humans to commu...
04/23/2019 ∙ by Yuankai Qi, et al. ∙ 8 ∙ share

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You Only Look & Listen Once: Towards Fast and Accurate Visual Grounding

Visual Grounding (VG) aims to locate the most relevant region in an imag...
02/12/2019 ∙ by Chaorui Deng, et al. ∙ 0 ∙ share

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What's to know? Uncertainty as a Guide to Asking Goal-oriented Questions

One of the core challenges in Visual Dialogue problems is asking the que...
12/16/2018 ∙ by Ehsan Abbasnejad, et al. ∙ 0 ∙ share

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An Active Information Seeking Model for Goal-oriented Vision-and-Language Tasks

As Computer Vision algorithms move from passive analysis of pixels to ac...
12/16/2018 ∙ by Ehsan Abbasnejad, et al. ∙ 0 ∙ share

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Neighbourhood Watch: Referring Expression Comprehension via Language-guided Graph Attention Networks

The task in referring expression comprehension is to localise the object...
12/12/2018 ∙ by Peng Wang, et al. ∙ 8 ∙ share

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Deep Template Matching for Offline Handwritten Chinese Character Recognition

Just like its remarkable achievements in many computer vision tasks, the...
11/15/2018 ∙ by Zhiyuan Li, et al. ∙ 8 ∙ share

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Topological Data Analysis Made Easy with the Topology ToolKit

This tutorial presents topological methods for the analysis and visualiz...
06/21/2018 ∙ by Guillaume Favelier, et al. ∙ 0 ∙ share

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Learning Semantic Concepts and Order for Image and Sentence Matching

Image and sentence matching has made great progress recently, but it rem...
12/06/2017 ∙ by Yan Huang, et al. ∙ 0 ∙ share

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Asking the Difficult Questions: Goal-Oriented Visual Question Generation via Intermediate Rewards

Despite significant progress in a variety of vision-and-language problem...
11/21/2017 ∙ by Junjie Zhang, et al. ∙ 0 ∙ share

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Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning

The Visual Dialogue task requires an agent to engage in a conversation a...
11/21/2017 ∙ by Qi Wu, et al. ∙ 0 ∙ share

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Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environments

A robot that can carry out a natural-language instruction has been a dre...
11/20/2017 ∙ by Peter Anderson, et al. ∙ 0 ∙ share

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Kill Two Birds with One Stone: Weakly-Supervised Neural Network for Image Annotation and Tag Refinement

The number of social images has exploded by the wide adoption of social ...
11/19/2017 ∙ by Junjie Zhang, et al. ∙ 0 ∙ share

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Parallel Attention: A Unified Framework for Visual Object Discovery through Dialogs and Queries

Recognising objects according to a pre-defined fixed set of class labels...
11/17/2017 ∙ by Bohan Zhuang, et al. ∙ 0 ∙ share

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Classification of Medical Images and Illustrations in the Biomedical Literature Using Synergic Deep Learning

The Classification of medical images and illustrations in the literature...
06/28/2017 ∙ by Jianpeng Zhang, et al. ∙ 0 ∙ share

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Care about you: towards large-scale human-centric visual relationship detection

Visual relationship detection aims to capture interactions between pairs...
05/28/2017 ∙ by Bohan Zhuang, et al. ∙ 0 ∙ share

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The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions

One of the most intriguing features of the Visual Question Answering (VQ...
12/16/2016 ∙ by Peng Wang, et al. ∙ 0 ∙ share

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Multi-Label Image Classification with Regional Latent Semantic Dependencies

Deep convolution neural networks (CNN) have demonstrated advanced perfor...
12/04/2016 ∙ by Junjie Zhang, et al. ∙ 0 ∙ share

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FVQA: Fact-based Visual Question Answering

Visual Question Answering (VQA) has attracted a lot of attention in both...
06/17/2016 ∙ by Peng Wang, et al. ∙ 0 ∙ share

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Image Captioning and Visual Question Answering Based on Attributes and External Knowledge

Much recent progress in Vision-to-Language problems has been achieved th...
03/09/2016 ∙ by Qi Wu, et al. ∙ 0 ∙ share

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Explicit Knowledge-based Reasoning for Visual Question Answering

We describe a method for visual question answering which is capable of r...
11/09/2015 ∙ by Peng Wang, et al. ∙ 0 ∙ share

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What value do explicit high level concepts have in vision to language problems?

Much of the recent progress in Vision-to-Language (V2L) problems has bee...
06/03/2015 ∙ by Qi Wu, et al. ∙ 0 ∙ share

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