van den Hengel, Anton

112 publications

ICLR 2025 Analytic DAG Constraints for Differentiable DAG Learning Zhen Zhang, Ignavier Ng, Dong Gong, Yuhang Liu, Mingming Gong, Biwei Huang, Kun Zhang, Anton van den Hengel, Javen Qinfeng Shi

TMLR 2025 Continual Learning on CLIP via Incremental Prompt Tuning with Intrinsic Textual Anchors Haodong Lu, Xinyu Zhang, Kristen Moore, Jason Xue, Lina Yao, Anton van den Hengel, Dong Gong

CVPR 2025 EmoDubber: Towards High Quality and Emotion Controllable Movie Dubbing Gaoxiang Cong, Jiadong Pan, Liang Li, Yuankai Qi, Yuxin Peng, Anton van den Hengel, Jian Yang, Qingming Huang

TMLR 2025 Frame-Wise Conditioning Adaptation for Fine-Tuning Diffusion Models in Text-to-Video Prediction Zheyuan Liu, Junyan Wang, Zicheng Duan, Cristian Rodriguez-Opazo, Anton van den Hengel

CVPR 2025 Interactive Medical Image Analysis with Concept-Based Similarity Reasoning Ta Duc Huy, Sen Kim Tran, Phan Nguyen, Nguyen Hoang Tran, Tran Bao Sam, Anton van den Hengel, Zhibin Liao, Johan W. Verjans, Minh-Son To, Vu Minh Hieu Phan

TMLR 2025 Latent Covariate Shift: Unlocking Partial Identifiability for Multi-Source Domain Adaptation Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi

ICCV 2025 Looking in the Mirror: A Faithful Counterfactual Explanation Method for Interpreting Deep Image Classification Models Townim Chowdhury, Vu Minh Hieu Phan, Kewen Liao, Nanyu Dong, Minh-Son To, Anton van den Hengel, Johan W. Verjans, Zhibin Liao

CVPR 2025 Medusa: A Multi-Scale High-Order Contrastive Dual-Diffusion Approach for Multi-View Clustering Liang Chen, Zhe Xue, Yawen Li, Meiyu Liang, Yan Wang, Anton van den Hengel, Yuankai Qi

NeurIPS 2025 On the Value of Cross-Modal Misalignment in Multimodal Representation Learning Yichao Cai, Yuhang Liu, Erdun Gao, Tianjiao Jiang, Zhen Zhang, Anton van den Hengel, Javen Qinfeng Shi

CVPR 2025 Open-World Objectness Modeling Unifies Novel Object Detection Shan Zhang, Yao Ni, Jinhao Du, Yuan Xue, Philip Torr, Piotr Koniusz, Anton van den Hengel

ICML 2025 Primitive Vision: Improving Diagram Understanding in MLLMs Shan Zhang, Aotian Chen, Yanpeng Sun, Jindong Gu, Yi-Yu Zheng, Piotr Koniusz, Kai Zou, Anton Van Den Hengel, Yuan Xue

CVPR 2025 Prosody-Enhanced Acoustic Pre-Training and Acoustic-Disentangled Prosody Adapting for Movie Dubbing Zhedong Zhang, Liang Li, Chenggang Yan, Chunshan Liu, Anton van den Hengel, Yuankai Qi

ICLR 2025 RandLoRA: Full Rank Parameter-Efficient Fine-Tuning of Large Models Paul Albert, Frederic Z. Zhang, Hemanth Saratchandran, Cristian Rodriguez-Opazo, Anton van den Hengel, Ehsan Abbasnejad

TMLR 2025 Seeing Beyond Labels: Source-Free Domain Adaptation via Hypothesis Consolidation of Prediction Rationale Yangyang Shu, Yuhang Liu, Xiaofeng Cao, Qi Chen, Bowen Zhang, Ziqin Zhou, Anton van den Hengel, Lingqiao Liu

ICCV 2025 Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding Ta Duc Huy, Duy Anh Huynh, Yutong Xie, Yuankai Qi, Qi Chen, Phi Le Nguyen, Sen Kim Tran, Son Lam Phung, Anton van den Hengel, Zhibin Liao, Minh-Son To, Johan W. Verjans, Vu Minh Hieu Phan

CVPR 2025 Separation of Powers: On Segregating Knowledge from Observation in LLM-Enabled Knowledge-Based Visual Question Answering Zhen Yang, Zhuo Tao, Qi Chen, Liang Li, Yuankai Qi, Anton van den Hengel, Qingming Huang

ICLR 2025 Synergy and Diversity in CLIP: Enhancing Performance Through Adaptive Backbone Ensembling Cristian Rodriguez-Opazo, Ehsan Abbasnejad, Damien Teney, Hamed Damirchi, Edison Marrese-Taylor, Anton van den Hengel

ICCV 2025 Towards Higher Effective Rank in Parameter-Efficient Fine-Tuning Using Khatri-Rao Product Paul Albert, Frederic Z. Zhang, Hemanth Saratchandran, Anton van den Hengel, Ehsan Abbasnejad

AAAI 2024 BLiRF: Bandlimited Radiance Fields for Dynamic Scene Modeling Sameera Ramasinghe, Violetta Shevchenko, Gil Avraham, Anton van den Hengel

CVPR 2024 CAPE: CAM as a Probabilistic Ensemble for Enhanced DNN Interpretation 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

ICLR 2024 Identifiable Latent Polynomial Causal Models Through the Lens of Change Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi

ICLR 2024 Improving the Convergence of Dynamic NeRFs via Optimal Transport Sameera Ramasinghe, Violetta Shevchenko, Gil Avraham, Hisham Husain, Anton van den Hengel

TMLR 2024 InvariantStock: Learning Invariant Features for Mastering the Shifting Market Haiyao Cao, Jinan Zou, Yuhang Liu, Zhen Zhang, Ehsan Abbasnejad, Anton van den Hengel, Javen Qinfeng Shi

NeurIPS 2024 Knowledge Composition Using Task Vectors with Learned Anisotropic Scaling Frederic Z. Zhang, Paul Albert, Cristian Rodriguez-Opazo, Anton van den Hengel, Ehsan Abbasnejad

WACV 2024 LipAT: Beyond Style Transfer for Controllable Neural Simulation of Lipstick Using Cosmetic Attributes Amila Silva, Olga Moskvyak, Alexander Long, Ravi Garg, Stephen Gould, Gil Avraham, Anton van den Hengel

CVPR 2024 ViewFusion: Towards Multi-View Consistency via Interpolated Denoising Xianghui Yang, Yan Zuo, Sameera Ramasinghe, Loris Bazzani, Gil Avraham, Anton van den Hengel

CVPR 2024 Weakly Supervised Video Individual Counting Xinyan Liu, Guorong Li, Yuankai Qi, Ziheng Yan, Zhenjun Han, Anton van den Hengel, Ming-Hsuan Yang, Qingming Huang

NeurIPS 2023 Distributionally Robust Bayesian Optimization with $\varphi$-Divergences Hisham Husain, Vu Nguyen, Anton van den Hengel

ICCV 2023 Domain Generalization via Rationale Invariance Liang Chen, Yong Zhang, Yibing Song, Anton van den Hengel, Lingqiao Liu

CVPR 2023 Knowledge Combination to Learn Rotated Detection Without Rotated Annotation Tianyu Zhu, Bryce Ferenczi, Pulak Purkait, Tom Drummond, Hamid Rezatofighi, Anton van den Hengel

CVPR 2023 Learning Common Rationale to Improve Self-Supervised Representation for Fine-Grained Visual Recognition Problems Yangyang Shu, Anton van den Hengel, Lingqiao Liu

ICLRW 2023 Modality-Aware Adaptation of Contrastive Language-Image Models Alexander Long, Thalaiyasingam Ajanthan, Anton van den Hengel

NeurIPS 2023 RanPAC: Random Projections and Pre-Trained Models for Continual Learning Mark D. McDonnell, Dong Gong, Amin Parvaneh, Ehsan Abbasnejad, Anton van den Hengel

ICCV 2023 Semi-Supervised Semantic Segmentation Under Label Noise via Diverse Learning Groups Peixia Li, Pulak Purkait, Thalaiyasingam Ajanthan, Majid Abdolshah, Ravi Garg, Hisham Husain, Chenchen Xu, Stephen Gould, Wanli Ouyang, Anton van den Hengel

CVPR 2022 Active Learning by Feature Mixing Amin Parvaneh, Ehsan Abbasnejad, Damien Teney, Gholamreza Haffari, Anton van den Hengel, Javen Qinfeng Shi

CVPR 2022 Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD Generalization Damien Teney, Ehsan Abbasnejad, Simon Lucey, Anton van den Hengel

WACV 2022 ForeSI: Success-Aware Visual Navigation Agent Mahdi Kazemi Moghaddam, Ehsan Abbasnejad, Qi Wu, Javen Qinfeng Shi, Anton Van Den Hengel

CVPR 2022 Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning Qingsen Yan, Dong Gong, Yuhang Liu, Anton van den Hengel, Javen Qinfeng Shi

ECCV 2022 PointInst3D: Segmenting 3D Instances by Points Tong He, Wei Yin, Chunhua Shen, Anton van den Hengel

ECCV 2022 Poseur: Direct Human Pose Regression with Transformers Weian Mao, Yongtao Ge, Chunhua Shen, Zhi Tian, Xinlong Wang, Zhibin Wang, Anton van den Hengel

CVPR 2022 Retrieval Augmented Classification for Long-Tail Visual Recognition Alexander Long, Wei Yin, Thalaiyasingam Ajanthan, Vu Nguyen, Pulak Purkait, Ravi Garg, Alan Blair, Chunhua Shen, Anton van den Hengel

CVPR 2021 DyCo3D: Robust Instance Segmentation of 3D Point Clouds Through Dynamic Convolution Tong He, Chunhua Shen, Anton van den Hengel

ICCV 2021 Memory-Augmented Dynamic Neural Relational Inference Dong Gong, Frederic Z. Zhang, Javen Qinfeng Shi, Anton van den Hengel

ICCV 2021 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 Hengel, Qi Wu

ICCV 2021 Unshuffling Data for Improved Generalization in Visual Question Answering Damien Teney, Ehsan Abbasnejad, Anton van den Hengel

NeurIPS 2020 Counterfactual Vision-and-Language Navigation: Unravelling the Unseen Amin Parvaneh, Ehsan Abbasnejad, Damien Teney, Javen Qinfeng Shi, Anton van den Hengel

ECCV 2020 Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision Damien Teney, Ehsan Abbasnedjad, Anton van den Hengel

ECCV 2020 Object-and-Action Aware Model for Visual Language Navigation Yuankai Qi, Zizheng Pan, Shengping Zhang, Anton van den Hengel, Qi Wu

NeurIPS 2020 On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law Damien Teney, Ehsan Abbasnejad, Kushal Kafle, Robik Shrestha, Christopher Kanan, Anton van den Hengel

AAAI 2020 V-PROM: A Benchmark for Visual Reasoning Using Visual Progressive Matrices Damien Teney, Peng Wang, Jiewei Cao, Lingqiao Liu, Chunhua Shen, Anton van den Hengel

ECCV 2018 Goal-Oriented Visual Question Generation via Intermediate Rewards Junjie Zhang, Qi Wu, Chunhua Shen, Jian Zhang, Jianfeng Lu, Anton van den Hengel

AAAI 2018 HCVRD: A Benchmark for Large-Scale Human-Centered Visual Relationship Detection Bohan Zhuang, Qi Wu, Chunhua Shen, Ian D. Reid, Anton van den Hengel

ECCV 2018 Visual Question Answering as a Meta Learning Task Damien Teney, Anton van den Hengel

IJCAI 2017 Explicit Knowledge-Based Reasoning for Visual Question Answering Peng Wang, Qi Wu, Chunhua Shen, Anthony R. Dick, Anton van den Hengel

CVPR 2017 From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur Dong Gong, Jie Yang, Lingqiao Liu, Yanning Zhang, Ian Reid, Chunhua Shen, Anton van den Hengel, Qinfeng Shi

CVPR 2017 Graph-Structured Representations for Visual Question Answering Damien Teney, Lingqiao Liu, Anton van den Hengel

CVPR 2017 Infinite Variational Autoencoder for Semi-Supervised Learning M. Ehsan Abbasnejad, Anthony Dick, Anton van den Hengel

AAAI 2017 MPGL: An Efficient Matching Pursuit Method for Generalized LASSO Dong Gong, Mingkui Tan, Yanning Zhang, Anton van den Hengel, Qinfeng Shi

CVPR 2017 Multi-Attention Network for One Shot Learning Peng Wang, Lingqiao Liu, Chunhua Shen, Zi Huang, Anton van den Hengel, Heng Tao Shen

ICCV 2017 Self-Paced Kernel Estimation for Robust Blind Image Deblurring Dong Gong, Mingkui Tan, Yanning Zhang, Anton van den Hengel, Qinfeng Shi

CVPR 2017 Sequential Person Recognition in Photo Albums with a Recurrent Network Yao Li, Guosheng Lin, Bohan Zhuang, Lingqiao Liu, Chunhua Shen, Anton van den Hengel

AAAI 2017 Solving Constrained Combinatorial Optimisation Problems via MAP Inference Without High-Order Penalties Zhen Zhang, Qinfeng Shi, Julian J. McAuley, Wei Wei, Yanning Zhang, Rui Yao, Anton van den Hengel

CVPR 2017 The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions Peng Wang, Qi Wu, Chunhua Shen, Anton van den Hengel

ICCV 2017 When Unsupervised Domain Adaptation Meets Tensor Representations Hao Lu, Lei Zhang, Zhiguo Cao, Wei Wei, Ke Xian, Chunhua Shen, Anton van den Hengel

CVPR 2016 Ask Me Anything: Free-Form Visual Question Answering Based on Knowledge from External Sources Qi Wu, Peng Wang, Chunhua Shen, Anthony Dick, Anton van den Hengel

CVPR 2016 Blind Image Deconvolution by Automatic Gradient Activation Dong Gong, Mingkui Tan, Yanning Zhang, Anton van den Hengel, Qinfeng Shi

ECCV 2016 Cluster Sparsity Field for Hyperspectral Imagery Denoising Lei Zhang, Wei Wei, Yanning Zhang, Chunhua Shen, Anton van den Hengel, Qinfeng Shi

CVPR 2016 Efficient Piecewise Training of Deep Structured Models for Semantic Segmentation Guosheng Lin, Chunhua Shen, Anton van den Hengel, Ian Reid

ECCV 2016 Image Co-Localization by Mimicking a Good Detector's Confidence Score Distribution Yao Li, Lingqiao Liu, Chunhua Shen, Anton van den Hengel

AAAI 2016 Learning Sparse Confidence-Weighted Classifier on Very High Dimensional Data Mingkui Tan, Yan Yan, Li Wang, Anton van den Hengel, Ivor W. Tsang, Qinfeng (Javen) Shi

CVPR 2016 Less Is More: Zero-Shot Learning from Online Textual Documents with Noise Suppression Ruizhi Qiao, Lingqiao Liu, Chunhua Shen, Anton van den Hengel

CVPR 2016 Pairwise Matching Through Max-Weight Bipartite Belief Propagation Zhen Zhang, Qinfeng Shi, Julian McAuley, Wei Wei, Yanning Zhang, Anton van den Hengel

CVPR 2016 Proximal Riemannian Pursuit for Large-Scale Trace-Norm Minimization Mingkui Tan, Shijie Xiao, Junbin Gao, Dong Xu, Anton van den Hengel, Qinfeng Shi

CVPR 2016 What Value Do Explicit High Level Concepts Have in Vision to Language Problems? Qi Wu, Chunhua Shen, Lingqiao Liu, Anthony Dick, Anton van den Hengel

CVPR 2016 What's Wrong with That Object? Identifying Images of Unusual Objects by Modelling the Detection Score Distribution Peng Wang, Lingqiao Liu, Chunhua Shen, Zi Huang, Anton van den Hengel, Heng Tao Shen

NeurIPS 2015 Deeply Learning the Messages in Message Passing Inference Guosheng Lin, Chunhua Shen, Ian Reid, Anton van den Hengel

CVPR 2015 Depth and Surface Normal Estimation from Monocular Images Using Regression on Deep Features and Hierarchical CRFs Bo Li, Chunhua Shen, Yuchao Dai, Anton van den Hengel, Mingyi He

CVPRW 2015 Effective Semantic Pixel Labelling with Convolutional Networks and Conditional Random Fields Sakrapee Paisitkriangkrai, Jamie Sherrah, Pranam Janney, Anton van den Hengel

CVPR 2015 Efficient SDP Inference for Fully-Connected CRFs Based on Low-Rank Decomposition Peng Wang, Chunhua Shen, Anton van den Hengel

CVPR 2015 Learning Graph Structure for Multi-Label Image Classification via Clique Generation Mingkui Tan, Qinfeng Shi, Anton van den Hengel, Chunhua Shen, Junbin Gao, Fuyuan Hu, Zhen Zhang

CVPR 2015 Learning to Rank in Person Re-Identification with Metric Ensembles Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel

CVPR 2015 Mid-Level Deep Pattern Mining Yao Li, Lingqiao Liu, Chunhua Shen, Anton van den Hengel

CVPR 2015 Part-Based Modelling of Compound Scenes from Images Anton van den Hengel, Chris Russell, Anthony Dick, John Bastian, Daniel Pooley, Lachlan Fleming, Lourdes Agapito

CVPR 2015 Robust Multiple Homography Estimation: An Ill-Solved Problem Zygmunt L. Szpak, Wojciech Chojnacki, Anton van den Hengel

CVPR 2015 The Treasure Beneath Convolutional Layers: Cross-Convolutional-Layer Pooling for Image Classification Lingqiao Liu, Chunhua Shen, Anton van den Hengel

ECCV 2014 A Model-Based Approach to Recovering the Structure of a Plant from Images Ben Ward, John W. Bastian, Anton van den Hengel, Daniel Pooley, Rajendra Bari, Bettina Berger, Mark A. Tester

ECCVW 2014 A Model-Based Approach to Recovering the Structure of a Plant from Images Ben Ward, John W. Bastian, Anton van den Hengel, Daniel Pooley, Rajendra Bari, Bettina Berger, Mark A. Tester

NeurIPS 2014 Encoding High Dimensional Local Features by Sparse Coding Based Fisher Vectors Lingqiao Liu, Chunhua Shen, Lei Wang, Anton van den Hengel, Chao Wang

CVPR 2014 Fast Supervised Hashing with Decision Trees for High-Dimensional Data Guosheng Lin, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, David Suter

ECCV 2014 Strengthening the Effectiveness of Pedestrian Detection with Spatially Pooled Features Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel

CVPR 2013 A Fast Semidefinite Approach to Solving Binary Quadratic Problems Peng Wang, Chunhua Shen, Anton van den Hengel

ICCV 2013 A General Two-Step Approach to Learning-Based Hashing Guosheng Lin, Chunhua Shen, David Suter, Anton van den Hengel

CVPR 2013 Bilinear Programming for Human Activity Recognition with Unknown MRF Graphs Zhenhua Wang, Qinfeng Shi, Chunhua Shen, Anton van den Hengel

ICCV 2013 Contextual Hypergraph Modeling for Salient Object Detection Xi Li, Yao Li, Chunhua Shen, Anthony Dick, Anton Van Den Hengel

ICCV 2013 Efficient Pedestrian Detection by Directly Optimizing the Partial Area Under the ROC Curve Sakrapee Paisitkriangkrai, Chunhua Shen, Anton Van Den Hengel

CVPR 2013 Inductive Hashing on Manifolds Fumin Shen, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, Zhenmin Tang

CVPR 2013 Learning Compact Binary Codes for Visual Tracking Xi Li, Chunhua Shen, Anthony Dick, Anton van den Hengel

CVPR 2013 Part-Based Visual Tracking with Online Latent Structural Learning Rui Yao, Qinfeng Shi, Chunhua Shen, Yanning Zhang, Anton van den Hengel

ECCV 2012 Guaranteed Ellipse Fitting with the Sampson Distance Zygmunt L. Szpak, Wojciech Chojnacki, Anton van den Hengel

ICML 2012 Is Margin Preserved After Random Projection? Qinfeng Shi, Chunhua Shen, Rhys Hill, Anton van den Hengel

CVPR 2012 Non-Sparse Linear Representations for Visual Tracking with Online Reservoir Metric Learning Xi Li, Chunhua Shen, Qinfeng Shi, Anthony R. Dick, Anton van den Hengel

JMLR 2012 Positive Semidefinite Metric Learning Using Boosting-like Algorithms Chunhua Shen, Junae Kim, Lei Wang, Anton van den Hengel

ECCV 2012 Robust Tracking with Weighted Online Structured Learning Rui Yao, Qinfeng Shi, Chunhua Shen, Yanning Zhang, Anton van den Hengel

CVPR 2012 Sharing Features in Multi-Class Boosting via Group Sparsity Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel

ICCV 2011 A Dimensionality Result for Multiple Homography Matrices Wojciech Chojnacki, Anton van den Hengel

ICCV 2011 Graph Mode-Based Contextual Kernels for Robust SVM Tracking Xi Li, Anthony R. Dick, Hanzi Wang, Chunhua Shen, Anton van den Hengel

CVPR 2011 Is Face Recognition Really a Compressive Sensing Problem? Qinfeng Shi, Anders P. Eriksson, Anton van den Hengel, Chunhua Shen

CVPR 2010 Efficient Computation of Robust Low-Rank Matrix Approximations in the Presence of Missing Data Using the L1 Norm Anders P. Eriksson, Anton van den Hengel

ICCVW 2009 Optimization on the Manifold of Multiple Homographies Anders P. Eriksson, Anton van den Hengel

ICCV 2005 Fast Global Kernel Density Mode Seeking with Application to Localisation and Tracking Chunhua Shen, Michael J. Brooks, Anton van den Hengel

ICCV 2001 What Value Covariance Information in Estimating Vision Parameters? Michael J. Brooks, Wojciech Chojnacki, Darren Gawley, Anton van den Hengel

ECCV 1998 Robust Techniques for the Estimation of Structure from Motion in the Uncalibrated Case Michael J. Brooks, Wojciech Chojnacki, Anton van den Hengel, Luis Baumela