Anton van den Hengel

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 279

Top Venues

CoRR

CVPR

IEEE Trans. Pattern Anal. Mach. Intell.

IEEE Trans. Image Process.

Publications

Gaoxiang Cong, Yuankai Qi, Liang Li, Amin Beheshti, Zhedong Zhang, Anton van den Hengel, Ming-Hsuan Yang, Chenggang Yan, Qingming Huang
StyleDubber: Towards Multi-Scale Style Learning for Movie Dubbing. CoRR (2024)
Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
Identifiable Latent Neural Causal Models. CoRR (2024)
Yangyang Shu, Xiaofeng Cao, Qi Chen, Bowen Zhang, Ziqin Zhou, Anton van den Hengel, Lingqiao Liu
Source-Free Unsupervised Domain Adaptation with Hypothesis Consolidation of Prediction Rationale. CoRR (2024)
Townim Faisal Chowdhury, Kewen Liao, Vu Minh Hieu Phan, Minh-Son To, Yutong Xie, Kevin Hung, David Ross, Anton van den Hengel, Johan W. Verjans, Zhibin Liao
CAPE: CAM as a Probabilistic Ensemble for Enhanced DNN Interpretation. CoRR (2024)
Gaoxiang Cong, Yuankai Qi, Liang Li, Amin Beheshti, Zhedong Zhang, Anton van den Hengel, Ming-Hsuan Yang, Chenggang Yan, Qingming Huang
StyleDubber: Towards Multi-Scale Style Learning for Movie Dubbing. ACL (Findings) (2024)
Julien Monteil, Volodymyr Vaskovych, Wentao Lu, Anirban Majumder, Anton van den Hengel
MARec: Metadata Alignment for cold-start Recommendation. CoRR (2024)
Yangyang Shu, Haiming Xu, Ziqin Zhou, Anton van den Hengel, Lingqiao Liu
MuseBarControl: Enhancing Fine-Grained Control in Symbolic Music Generation through Pre-Training and Counterfactual Loss. CoRR (2024)
Sameera Ramasinghe, Violetta Shevchenko, Gil Avraham, Anton van den Hengel
BLiRF: Bandlimited Radiance Fields for Dynamic Scene Modeling. AAAI (2024)
Frederic Z. Zhang, Paul Albert, Cristian Rodriguez Opazo, Anton van den Hengel, Ehsan Abbasnejad
Knowledge Composition using Task Vectors with Learned Anisotropic Scaling. CoRR (2024)
Cristian Rodriguez Opazo, Ehsan Abbasnejad, Damien Teney, Edison Marrese-Taylor, Hamed Damirchi, Anton van den Hengel
Synergy and Diversity in CLIP: Enhancing Performance Through Adaptive Backbone Ensembling. CoRR (2024)
Yuhang Liu, Zhen Zhang, Dong Gong, Biwei Huang, Mingming Gong, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
Revealing Multimodal Contrastive Representation Learning through Latent Partial Causal Models. CoRR (2024)
Xianghui Yang, Yan Zuo, Sameera Ramasinghe, Loris Bazzani, Gil Avraham, Anton van den Hengel
ViewFusion: Towards Multi-View Consistency via Interpolated Denoising. CoRR (2024)
Mark D. McDonnell, Dong Gong, Ehsan Abbasnejad, Anton van den Hengel
Premonition: Using Generative Models to Preempt Future Data Changes in Continual Learning. CoRR (2024)
Sameera Ramasinghe, Violetta Shevchenko, Gil Avraham, Hisham Husain, Anton van den Hengel
Improving the Convergence of Dynamic NeRFs via Optimal Transport. ICLR (2024)
Amila Silva, Olga Moskvyak, Alexander Long, Ravi Garg, Stephen Gould, Gil Avraham, Anton van den Hengel
LipAT: Beyond Style Transfer for Controllable Neural Simulation of Lipstick using Cosmetic Attributes. WACV (2024)
Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
Identifiable Latent Polynomial Causal Models through the Lens of Change. ICLR (2024)
Yangyang Shu, Anton van den Hengel, Lingqiao Liu
Learning Common Rationale to Improve Self-Supervised Representation for Fine-Grained Visual Recognition Problems. CVPR (2023)
Tianyu Zhu, Bryce Ferenczi, Pulak Purkait, Tom Drummond, Hamid Rezatofighi, Anton van den Hengel
Knowledge Combination to Learn Rotated Detection without Rotated Annotation. CVPR (2023)
Huong Ha, Vu Nguyen, Hongyu Zhang, Anton van den Hengel
Provably Efficient Bayesian Optimization with Unbiased Gaussian Process Hyperparameter Estimation. CoRR (2023)
Sameera Ramasinghe, Violetta Shevchenko, Gil Avraham, Anton van den Hengel
BaLi-RF: Bandlimited Radiance Fields for Dynamic Scene Modeling. CoRR (2023)
Cristian Rodriguez Opazo, Edison Marrese-Taylor, Ehsan Abbasnejad, Hamed Damirchi, Ignacio M. De La Jara, Felipe Bravo-Marquez, Anton van den Hengel
Unveiling Backbone Effects in CLIP: Exploring Representational Synergies and Variances. CoRR (2023)
Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
Identifiable Latent Polynomial Causal Models Through the Lens of Change. CoRR (2023)
Thalaiyasingam Ajanthan, Matt Ma, Anton van den Hengel, Stephen Gould
Adaptive Cross Batch Normalization for Metric Learning. CoRR (2023)
Anthony Manchin, Jamie Sherrah, Qi Wu, Anton van den Hengel
Program Generation from Diverse Video Demonstrations. CoRR (2023)
Hamed Damirchi, Cristian Rodriguez Opazo, Ehsan Abbasnejad, Damien Teney, Javen Qinfeng Shi, Stephen Gould, Anton van den Hengel
Zero-shot Retrieval: Augmenting Pre-trained Models with Search Engines. CoRR (2023)
Liang Chen, Yong Zhang, Yibing Song, Anton van den Hengel, Lingqiao Liu
Domain Generalization via Rationale Invariance. ICCV (2023)
Mark D. McDonnell, Dong Gong, Amin Parvaneh, Ehsan Abbasnejad, Anton van den Hengel
RanPAC: Random Projections and Pre-trained Models for Continual Learning. CoRR (2023)
Yangyang Shu, Anton van den Hengel, Lingqiao Liu
Learning Common Rationale to Improve Self-Supervised Representation for Fine-Grained Visual Recognition Problems. CoRR (2023)
Liang Chen, Yong Zhang, Yibing Song, Anton van den Hengel, Lingqiao Liu
Domain Generalization via Rationale Invariance. CoRR (2023)
Hisham Husain, Vu Nguyen, Anton van den Hengel
Distributionally Robust Bayesian Optimization with φ-divergences. NeurIPS (2023)
Peixia Li, Pulak Purkait, Thalaiyasingam Ajanthan, Majid Abdolshah, Ravi Garg, Hisham Husain, Chenchen Xu, Stephen Gould, Wanli Ouyang, Anton van den Hengel
Semi-Supervised Semantic Segmentation under Label Noise via Diverse Learning Groups. ICCV (2023)
Xinyan Liu, Guorong Li, Yuankai Qi, Ziheng Yan, Zhenjun Han, Anton van den Hengel, Ming-Hsuan Yang, Qingming Huang
Weakly Supervised Video Individual CountingWeakly Supervised Video Individual Counting. CoRR (2023)
Tong He, Chunhua Shen, Anton van den Hengel
Dynamic Convolution for 3D Point Cloud Instance Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 45 (5) (2023)
Guansong Pang, Chunhua Shen, Huidong Jin, Anton van den Hengel
Deep Weakly-supervised Anomaly Detection. KDD (2023)
Mark D. McDonnell, Dong Gong, Amin Parvaneh, Ehsan Abbasnejad, Anton van den Hengel
RanPAC: Random Projections and Pre-trained Models for Continual Learning. NeurIPS (2023)
Tianyu Zhu, Bryce Ferenczi, Pulak Purkait, Tom Drummond, Hamid Rezatofighi, Anton van den Hengel
Knowledge Combination to Learn Rotated Detection Without Rotated Annotation. CoRR (2023)
Anthony Manchin, Jamie Sherrah, Qi Wu, Anton van den Hengel
Program Generation from Diverse Video Demonstrations. BMVC (2022)
Weian Mao, Yongtao Ge, Chunhua Shen, Zhi Tian, Xinlong Wang, Zhibin Wang, Anton van den Hengel
Poseur: Direct Human Pose Regression with Transformers. ECCV (6) (2022)
Weian Mao, Yongtao Ge, Chunhua Shen, Zhi Tian, Xinlong Wang, Zhibin Wang, Anton van den Hengel
Poseur: Direct Human Pose Regression with Transformers. CoRR (2022)
Guansong Pang, Ngoc Thien Anh Pham, Emma Baker, Rebecca Bentley, Anton van den Hengel
Deep Depression Prediction on Longitudinal Data via Joint Anomaly Ranking and Classification. PAKDD (2) (2022)
Wei Yin, Yifan Liu, Chunhua Shen, Anton van den Hengel, Baichuan Sun
The devil is in the labels: Semantic segmentation from sentences. CoRR (2022)
Tong He, Wei Yin, Chunhua Shen, Anton van den Hengel
PointInst3D: Segmenting 3D Instances by Points. ECCV (3) (2022)
Yutong Xie, Jianpeng Zhang, Yong Xia, Anton van den Hengel, Qi Wu
ClusTR: Exploring Efficient Self-attention via Clustering for Vision Transformers. CoRR (2022)
Mohammad Mahdi Kazemi Moghaddam, Ehsan Abbasnejad, Qi Wu, Qinfeng (Javen) Shi, Anton van den Hengel
ForeSI: Success-Aware Visual Navigation Agent. WACV (2022)
Kartik Gupta, Thalaiyasingam Ajanthan, Anton van den Hengel, Stephen Gould
Understanding and Improving the Role of Projection Head in Self-Supervised Learning. CoRR (2022)
Alexander Long, Wei Yin, Thalaiyasingam Ajanthan, Vu Nguyen, Pulak Purkait, Ravi Garg, Alan Blair, Chunhua Shen, Anton van den Hengel
Retrieval Augmented Classification for Long-Tail Visual Recognition. CVPR (2022)
Rongrong Ma, Guansong Pang, Ling Chen, Anton van den Hengel
Deep Graph-level Anomaly Detection by Glocal Knowledge Distillation. WSDM (2022)
Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
Weight-variant Latent Causal Models. CoRR (2022)
Guansong Pang, Jundong Li, Anton van den Hengel, Longbing Cao, Thomas G. Dietterich
ANDEA: Anomaly and Novelty Detection, Explanation, and Accommodation. KDD (2022)
Zhibin Liao, Kewen Liao, Haifeng Shen, Marouska F. van Boxel, Jasper Prijs, Ruurd L. Jaarsma, Job N. Doornberg, Anton van den Hengel, Johan W. Verjans
CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification. IEEE J. Biomed. Health Informatics 26 (7) (2022)
Alexander Long, Wei Yin, Thalaiyasingam Ajanthan, Vu Nguyen, Pulak Purkait, Ravi Garg, Alan Blair, Chunhua Shen, Anton van den Hengel
Retrieval Augmented Classification for Long-Tail Visual Recognition. CoRR (2022)
Qingsen Yan, Dong Gong, Yuhang Liu, Anton van den Hengel, Javen Qinfeng Shi
Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning. CVPR (2022)
Qingsen Yan, Dong Gong, Qinfeng (Javen) Shi, Anton van den Hengel, Chunhua Shen, Ian D. Reid, Yanning Zhang
Dual-Attention-Guided Network for Ghost-Free High Dynamic Range Imaging. Int. J. Comput. Vis. 130 (1) (2022)
Qingsen Yan, Dong Gong, Qinfeng (Javen) Shi, Anton van den Hengel, Jinqiu Sun, Yu Zhu, Yanning Zhang
High dynamic range imaging via gradient-aware context aggregation network. Pattern Recognit. 122 (2022)
Amin Parvaneh, Ehsan Abbasnejad, Damien Teney, Reza Haffari, Anton van den Hengel, Qinfeng (Javen) Shi
Active Learning by Feature Mixing. CoRR (2022)
Amin Parvaneh, Ehsan Abbasnejad, Qi Wu, Qinfeng (Javen) Shi, Anton van den Hengel
Show, Price and Negotiate: A Negotiator With Online Value Look-Ahead. IEEE Trans. Multim. 24 (2022)
Chenyu Gao, Qi Zhu, Peng Wang, Hui Li, Yuliang Liu, Anton van den Hengel, Qi Wu
Structured Multimodal Attentions for TextVQA. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Dong Gong, Qingsen Yan, Yuhang Liu, Anton van den Hengel, Qinfeng (Javen) Shi
Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning. CoRR (2022)
Tong He, Chunhua Shen, Anton van den Hengel
PointInst3D: Segmenting 3D Instances by Points. CoRR (2022)
Vu Nguyen, Sachin Farfade, Anton van den Hengel
Confident Sinkhorn Allocation for Pseudo-Labeling. CoRR (2022)
Zhibin Liao, Kewen Liao, Haifeng Shen, Marouska F. van Boxel, Jasper Prijs, Ruurd L. Jaarsma, Job N. Doornberg, Anton van den Hengel, Johan W. Verjans
CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification. CoRR (2022)
Violetta Shevchenko, Ehsan Abbasnejad, Anthony R. Dick, Anton van den Hengel, Damien Teney
EBMs vs. CL: Exploring Self-Supervised Visual Pretraining for Visual Question Answering. CoRR (2022)
Hisham Husain, Vu Nguyen, Anton van den Hengel
Distributionally Robust Bayesian Optimization with φ-divergences. CoRR (2022)
Amin Parvaneh, Ehsan Abbasnejad, Damien Teney, Reza Haffari, Anton van den Hengel, Javen Qinfeng Shi
Active Learning by Feature Mixing. CVPR (2022)
Damien Teney, Ehsan Abbasnejad, Simon Lucey, Anton van den Hengel
Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD Generalization. CVPR (2022)
Jitendra Singh Malik, Guansong Pang, Anton van den Hengel
Deep Learning for Hate Speech Detection: A Comparative Study. CoRR (2022)
Wei Sun, Dong Gong, Javen Qinfeng Shi, Anton van den Hengel, Yanning Zhang
Video super-resolution via mixed spatial-temporal convolution and selective fusion. Pattern Recognit. 126 (2022)
Dong Gong, Zhen Zhang, Qinfeng (Javen) Shi, Anton van den Hengel
Memory-augmented Dynamic Neural Relational Inference. ICCV (2021)
Yinglong Wang, Dong Gong, Jie Yang, Qinfeng Shi, Anton van den Hengel, Dehua Xie, Bing Zeng
Deep Single Image Deraining via Modeling Haze-Like Effect. IEEE Trans. Multim. 23 (2021)
Guansong Pang, Choubo Ding, Chunhua Shen, Anton van den Hengel
Explainable Deep Few-shot Anomaly Detection with Deviation Networks. CoRR (2021)
Guansong Pang, Jundong Li, Anton van den Hengel, Longbing Cao, Thomas G. Dietterich
Anomaly and Novelty Detection, Explanation, and Accommodation (ANDEA). KDD (2021)
Violetta Shevchenko, Damien Teney, Anthony R. Dick, Anton van den Hengel
Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge. CoRR (2021)
Yuankai Qi, Zizheng Pan, Yicong Hong, Ming-Hsuan Yang, Anton van den Hengel, Qi Wu
The Road to Know-Where: An Object-and-Room Informed Sequential BERT for Indoor Vision-Language Navigation. ICCV (2021)
Damien Teney, Ehsan Abbasnejad, Anton van den Hengel
Unshuffling Data for Improved Generalization in Visual Question Answering. ICCV (2021)
Guansong Pang, Anton van den Hengel, Chunhua Shen, Longbing Cao
Toward Deep Supervised Anomaly Detection: Reinforcement Learning from Partially Labeled Anomaly Data. KDD (2021)
Haifeng Shen, Kewen Liao, Zhibin Liao, Job Doornberg, Maoying Qiao, Anton van den Hengel, Johan W. Verjans
Human-AI Interactive and Continuous Sensemaking: A Case Study of Image Classification using Scribble Attention Maps. CHI Extended Abstracts (2021)
Tong He, Chunhua Shen, Anton van den Hengel
Dynamic Convolution for 3D Point Cloud Instance Segmentation. CoRR (2021)
Tong He, Chunhua Shen, Anton van den Hengel
DyCo3D: Robust Instance Segmentation of 3D Point Clouds Through Dynamic Convolution. CVPR (2021)
Mohammad Mahdi Kazemi Moghaddam, Ehsan Abbasnejad, Qi Wu, Javen Shi, Anton van den Hengel
Learning for Visual Navigation by Imagining the Success. CoRR (2021)
Yuankai Qi, Zizheng Pan, Yicong Hong, Ming-Hsuan Yang, Anton van den Hengel, Qi Wu
Know What and Know Where: An Object-and-Room Informed Sequential BERT for Indoor Vision-Language Navigation. CoRR (2021)
Wei Sun, Dong Gong, Qinfeng Shi, Anton van den Hengel, Yanning Zhang
Learning to Zoom-In via Learning to Zoom-Out: Real-World Super-Resolution by Generating and Adapting Degradation. IEEE Trans. Image Process. 30 (2021)
Damien Teney, Ehsan Abbasnejad, Simon Lucey, Anton van den Hengel
Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD Generalization. CoRR (2021)
Guansong Pang, Chunhua Shen, Longbing Cao, Anton van den Hengel
Deep Learning for Anomaly Detection: A Review. ACM Comput. Surv. 54 (2) (2021)
Rongrong Ma, Guansong Pang, Ling Chen, Anton van den Hengel
Deep Graph-level Anomaly Detection by Glocal Knowledge Distillation. CoRR (2021)
Amin Parvaneh, Ehsan Abbasnejad, Damien Teney, Qinfeng Shi, Anton van den Hengel
Counterfactual Vision-and-Language Navigation: Unravelling the Unseen. NeurIPS (2020)
Guansong Pang, Chunhua Shen, Longbing Cao, Anton van den Hengel
Deep Learning for Anomaly Detection: A Review. CoRR (2020)
Violetta Shevchenko, Damien Teney, Anthony R. Dick, Anton van den Hengel
Visual Question Answering with Prior Class Semantics. CoRR (2020)
Damien Teney, Kushal Kafle, Robik Shrestha, Ehsan Abbasnejad, Christopher Kanan, Anton van den Hengel
On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law. CoRR (2020)
Dong Gong, Zhen Zhang, Qinfeng Shi, Anton van den Hengel, Chunhua Shen, Yanning Zhang
Learning Deep Gradient Descent Optimization for Image Deconvolution. IEEE Trans. Neural Networks Learn. Syst. 31 (12) (2020)
Yuankai Qi, Zizheng Pan, Shengping Zhang, Anton van den Hengel, Qi Wu
Object-and-Action Aware Model for Visual Language Navigation. CoRR (2020)
Damien Teney, Ehsan Abbasnejad, Kushal Kafle, Robik Shrestha, Christopher Kanan, Anton van den Hengel
On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law. NeurIPS (2020)
Zhibin Liao, Lingqiao Liu, Qi Wu, Damien Teney, Chunhua Shen, Anton van den Hengel, Johan Verjans
Medical Data Inquiry Using a Question Answering Model. ISBI (2020)
M. Ehsan Abbasnejad, Javen Shi, Anton van den Hengel, Lingqiao Liu
GADE: A Generative Adversarial Approach to Density Estimation and its Applications. Int. J. Comput. Vis. 128 (10) (2020)
Lei Zhang, Peng Wang, Chunhua Shen, Lingqiao Liu, Wei Wei, Yanning Zhang, Anton van den Hengel
Adaptive Importance Learning for Improving Lightweight Image Super-Resolution Network. Int. J. Comput. Vis. 128 (2) (2020)
Xinyu Wang, Yuliang Liu, Chunhua Shen, Chun Chet Ng, Canjie Luo, Lianwen Jin, Chee Seng Chan, Anton van den Hengel, Liangwei Wang
On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering. CoRR (2020)
Guansong Pang, Ngoc Thien Anh Pham, Emma Baker, Rebecca Bentley, Anton van den Hengel
Deep Multi-task Learning for Depression Detection and Prediction in Longitudinal Data. CoRR (2020)
Yong Guo, Jian Chen, Qing Du, Anton van den Hengel, Qinfeng Shi, Mingkui Tan
Multi-way backpropagation for training compact deep neural networks. Neural Networks 126 (2020)
Guansong Pang, Cheng Yan, Chunhua Shen, Anton van den Hengel, Xiao Bai
Self-trained Deep Ordinal Regression for End-to-End Video Anomaly Detection. CoRR (2020)
Guansong Pang, Anton van den Hengel, Chunhua Shen, Longbing Cao
Deep Reinforcement Learning for Unknown Anomaly Detection. CoRR (2020)
Guansong Pang, Cheng Yan, Chunhua Shen, Anton van den Hengel, Xiao Bai
Self-Trained Deep Ordinal Regression for End-to-End Video Anomaly Detection. CVPR (2020)

Anton van den Hengel.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Anton van den Hengel