Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Anton van den Hengel

Explainable Deep Few-shot Anomaly Detection with Deviation Networks


Aug 01, 2021
Guansong Pang, Choubo Ding, Chunhua Shen, Anton van den Hengel

* 16 pages, 8 figures, 5 tables 

  Access Paper or Ask Questions

Dynamic Convolution for 3D Point Cloud Instance Segmentation


Jul 18, 2021
Tong He, Chunhua Shen, Anton van den Hengel

* Extended version of arXiv:2011.13328 

  Access Paper or Ask Questions

Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD Generalization


May 18, 2021
Damien Teney, Ehsan Abbasnejad, Simon Lucey, Anton van den Hengel


  Access Paper or Ask Questions

Know What and Know Where: An Object-and-Room Informed Sequential BERT for Indoor Vision-Language Navigation


Apr 09, 2021
Yuankai Qi, Zizheng Pan, Yicong Hong, Ming-Hsuan Yang, Anton van den Hengel, Qi Wu


  Access Paper or Ask Questions

Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge


Jan 15, 2021
Violetta Shevchenko, Damien Teney, Anthony Dick, Anton van den Hengel


  Access Paper or Ask Questions

Deep Multi-task Learning for Depression Detection and Prediction in Longitudinal Data


Dec 05, 2020
Guansong Pang, Ngoc Thien Anh Pham, Emma Baker, Rebecca Bentley, Anton van den Hengel

* 9 pages, 3 figures, 3 tables 

  Access Paper or Ask Questions

DyCo3D: Robust Instance Segmentation of 3D Point Clouds through Dynamic Convolution


Nov 26, 2020
Tong He, Chunhua Shen, Anton van den Hengel


  Access Paper or Ask Questions

Deep Reinforcement Learning for Unknown Anomaly Detection


Sep 15, 2020
Guansong Pang, Anton van den Hengel, Chunhua Shen, Longbing Cao

* 18 pages, 5 figures, 5 tables 

  Access Paper or Ask Questions

Object-and-Action Aware Model for Visual Language Navigation


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


  Access Paper or Ask Questions

Deep Learning for Anomaly Detection: A Review


Jul 08, 2020
Guansong Pang, Chunhua Shen, Longbing Cao, Anton van den Hengel

* Survey paper, 36 pages, 180 references, 2 figures, 3 tables 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law


May 19, 2020
Damien Teney, Kushal Kafle, Robik Shrestha, Ehsan Abbasnejad, Christopher Kanan, Anton van den Hengel


  Access Paper or Ask Questions

Visual Question Answering with Prior Class Semantics


May 04, 2020
Violetta Shevchenko, Damien Teney, Anthony Dick, Anton van den Hengel


  Access Paper or Ask Questions

Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision


Apr 20, 2020
Damien Teney, Ehsan Abbasnedjad, Anton van den Hengel


  Access Paper or Ask Questions

Self-trained Deep Ordinal Regression for End-to-End Video Anomaly Detection


Mar 15, 2020
Guansong Pang, Cheng Yan, Chunhua Shen, Anton van den Hengel, Xiao Bai

* Accepted to Proc. IEEE Conf. Computer Vision and Pattern Recognition 2020 

  Access Paper or Ask Questions

Unshuffling Data for Improved Generalization


Mar 01, 2020
Damien Teney, Ehsan Abbasnejad, Anton van den Hengel


  Access Paper or Ask Questions

On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering


Feb 26, 2020
Xinyu Wang, Yuliang Liu, Chunhua Shen, Chun Chet Ng, Canjie Luo, Lianwen Jin, Chee Seng Chan, Anton van den Hengel, Liangwei Wang

* Accepted to Proc. IEEE Conf. Computer Vision and Pattern Recognition 2020 

  Access Paper or Ask Questions

Learning to Zoom-in via Learning to Zoom-out: Real-world Super-resolution by Generating and Adapting Degradation


Jan 08, 2020
Dong Gong, Wei Sun, Qinfeng Shi, Anton van den Hengel, Yanning Zhang


  Access Paper or Ask Questions

Deep Anomaly Detection with Deviation Networks


Nov 19, 2019
Guansong Pang, Chunhua Shen, Anton van den Hengel

* 10 Pages, Published in KDD19 

  Access Paper or Ask Questions

Weakly-supervised Deep Anomaly Detection with Pairwise Relation Learning


Oct 30, 2019
Guansong Pang, Anton van den Hengel, Chunhua Shen


  Access Paper or Ask Questions

REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs


Oct 08, 2019
José Ignacio Orlando, Huazhu Fu, João Barbossa Breda, Karel van Keer, Deepti R. Bathula, Andrés Diaz-Pinto, Ruogu Fang, Pheng-Ann Heng, Jeyoung Kim, JoonHo Lee, Joonseok Lee, Xiaoxiao Li, Peng Liu, Shuai Lu, Balamurali Murugesan, Valery Naranjo, Sai Samarth R. Phaye, Sharath M. Shankaranarayana, Apoorva Sikka, Jaemin Son, Anton van den Hengel, Shujun Wang, Junyan Wu, Zifeng Wu, Guanghui Xu, Yongli Xu, Pengshuai Yin, Fei Li, Xiulan Zhang, Yanwu Xu, Xiulan Zhang, Hrvoje Bogunović

* Accepted for publication in Medical Image Analysis 

  Access Paper or Ask Questions

On Incorporating Semantic Prior Knowlegde in Deep Learning Through Embedding-Space Constraints


Sep 30, 2019
Damien Teney, Ehsan Abbasnejad, Anton van den Hengel


  Access Paper or Ask Questions

V-PROM: A Benchmark for Visual Reasoning Using Visual Progressive Matrices


Jul 29, 2019
Damien Teney, Peng Wang, Jiewei Cao, Lingqiao Liu, Chunhua Shen, Anton van den Hengel


  Access Paper or Ask Questions

An Effective Two-Branch Model-Based Deep Network for Single Image Deraining


May 14, 2019
Yinglong Wang, Dong Gong, Jie Yang, Qinfeng Shi, Anton van den Hengel, Dehua Xie, Bing Zeng

* 10 pages, 9 figures, 3 tables 

  Access Paper or Ask Questions

Attention-guided Network for Ghost-free High Dynamic Range Imaging


Apr 23, 2019
Qingsen Yan, Dong Gong, Qinfeng Shi, Anton van den Hengel, Chunhua Shen, Ian Reid, Yanning Zhang

* Accepted to appear at CVPR 2019 

  Access Paper or Ask Questions

RERERE: Remote Embodied Referring Expressions in Real indoor Environments


Apr 23, 2019
Yuankai Qi, Qi Wu, Peter Anderson, Marco Liu, Chunhua Shen, Anton van den Hengel


  Access Paper or Ask Questions