Robust Techniques for the Estimation of Structure from Motion in the Uncalibrated Case. - Michael J. Brooks; Wojciech Chojnacki; Anton van den Hengel; Luis Baumela (ECCV (1), 1998)

Incorporating the Epipolar Constraint into a Multiresolution Algorithm for Stereo Image Matching. - Julian Magarey; Anthony R. Dick; Michael J. Brooks; Garry N. Newsam; Anton van den Hengel (Applied Informatics, 1999)

Estimating Vision Parameters given Data with Covariances. - Wojciech Chojnacki; Michael J. Brooks; Anton van den Hengel; Darren Gawley (BMVC, 2000)

Fundamental matrix from optical flow: optimal computation and reliability evaluation. - Kenichi Kanatani; Yoshiyuki Shimizu; Naoya Ohta; Michael J. Brooks; Wojciech Chojnacki; Anton van den Hengel (J. Electronic Imaging, 2000)

On the Fitting of Surfaces to Data with Covariances. - Wojciech Chojnacki; Michael J. Brooks; Anton van den Hengel; Darren Gawley (IEEE Trans. Pattern Anal. Mach. Intell., 2000)

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

A fast MLE-based method for estimating the fundamental matrix. - Wojciech Chojnacki; Michael J. Brooks; Anton van den Hengel; Darren Gawley (ICIP (2), 2001)

Rationalising the Renormalisation Method of Kanatani. - Wojciech Chojnacki; Michael J. Brooks; Anton van den Hengel (J. Math. Imaging Vis., 2001)

A New Constrained Parameter Estimator: Experiments in Fundamental Matrix Computation. - Anton van den Hengel; Michael J. Brooks; Wojciech Chojnacki; Darren Gawley (BMVC, 2002)

Computing Image-Based Reprojection Error on Graphics Hardware. - John W. Bastian; Anton van den Hengel (DICTA, 2003)

FNS, CFNS and HEIV: Extending Three Vision Parameter Estimation Methods. - Wojciech Chojnacki; Michael J. Brooks; Anton van den Hengel; Darren Gawley (DICTA, 2003)

Probabilistic Multiple Cue Integration for Particle Filter Based Tracking. - Chunhua Shen; Anton van den Hengel; Anthony R. Dick (DICTA, 2003)

FNS and HEIV: relating two vision parameter estimation frameworks. - Wojciech Chojnacki; Michael J. Brooks; Anton van den Hengel; Darren Gawley (ICIAP, 2003)

A statistical rationalisation of Hartley's normalised eight-point algorithm. - Wojciech Chojnacki; Michael J. Brooks; Anton van den Hengel; Darren Gawley (ICIAP, 2003)

Incorporating constraints into the design of locally identifiable calibration patterns. - Anton van den Hengel; Rhys Hill; Michael J. Brooks (ICIP (1), 2003)

A voting scheme for estimating the synchrony of moving-camera videos. - Daniel W. Pooley; Michael J. Brooks; Anton van den Hengel; Wojciech Chojnacki (ICIP (1), 2003)

Revisiting Hartley's Normalized Eight-Point Algorithm. - Wojciech Chojnacki; Michael J. Brooks; Anton van den Hengel; Darren Gawley (IEEE Trans. Pattern Anal. Mach. Intell., 2003)

2D Articulated Tracking with Dynamic Bayesian Networks. - Chunhua Shen; Anton van den Hengel; Anthony R. Dick; Michael J. Brooks (CIT, 2004)

Enhanced Importance Sampling: Unscented Auxiliary Particle Filtering for Visual Tracking. - Chunhua Shen; Anton van den Hengel; Anthony R. Dick; Michael J. Brooks (Australian Conference on Artificial Intelligence, 2004)

Determining the Translational Speed of a Camera from Time-Varying Optical Flow. - Anton van den Hengel; Wojciech Chojnacki; Michael J. Brooks (IWCM, 2004)

A new constrained parameter estimator for computer vision applications. - Wojciech Chojnacki; Michael J. Brooks; Anton van den Hengel; Darren Gawley (Image Vis. Comput., 2004)

From FNS to HEIV: A Link between Two Vision Parameter Estimation Methods. - Wojciech Chojnacki; Michael J. Brooks; Anton van den Hengel; Darren Gawley (IEEE Trans. Pattern Anal. Mach. Intell., 2004)

Computing Surface-Based Photo-Consistency on Graphics Hardware. - John W. Bastian; Anton van den Hengel (DICTA, 2005)

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

Augmented particle filtering for efficient visual tracking. - Chunhua Shen; Michael J. Brooks; Anton van den Hengel (ICIP (3), 2005)

Visual tracking via efficient kernel discriminant subspace learning. - Chunhua Shen; Anton van den Hengel; Michael J. Brooks (ICIP (2), 2005)

Experiences with Simulated Robot Soccer as a Teaching Tool. - Rhys Hill; Anton van den Hengel (ICITA (1), 2005)

FNS, CFNS and HEIV: A Unifying Approach. - Wojciech Chojnacki; Michael J. Brooks; Anton van den Hengel; Darren Gawley (J. Math. Imaging Vis., 2005)

Hierarchical Model Fitting to 2D and 3D Data. - Anton van den Hengel; Anthony R. Dick; Thorsten Thormählen; Ben Ward; Philip H. S. Torr (CGIV, 2006)

Scalable Surveillance Software Architecture. - Henry Detmold; Anthony R. Dick; Katrina Falkner; David S. Munro; Anton van den Hengel; Ronald Morrison (AVSS, 2006)

Activity Topology Estimation for Large Networks of Cameras. - Anton van den Hengel; Anthony R. Dick; Rhys Hill (AVSS, 2006)

Building Models of Regular Scenes from Structure and Motion. - Anton van den Hengel; Anthony R. Dick; Thorsten Thormählen; Ben Ward; Philip H. S. Torr (BMVC, 2006)

Rapid Interactive Modelling from Video with Graph Cuts. - Anton van den Hengel; Anthony R. Dick; Thorsten Thormählen; Ben Ward; Philip H. S. Torr (Eurographics (Short Presentations), 2006)

Middleware for video surveillance networks. - Henry Detmold; Anthony R. Dick; Katrina Falkner; David S. Munro; Anton van den Hengel; Ronald Morrison (MidSens, 2006)

Constrained generalised principal component analysis. - Wojciech Chojnacki; Anton van den Hengel; Michael J. Brooks (VISAPP (1), 2006)

Generalised Principal Component Analysis: Exploiting Inherent Parameter Constraints. - Wojciech Chojnacki; Anton van den Hengel; Michael J. Brooks (VISIGRAPP (Selected Papers), 2006)

Finding Camera Overlap in Large Surveillance Networks. - Anton van den Hengel; Anthony R. Dick; Henry Detmold; Alex Cichowski; Rhys Hill (ACCV (1), 2007)

Thrift: Local 3D Structure Recognition. - Alex Flint; Anthony R. Dick; Anton van den Hengel (DICTA, 2007)

Interactive 3D Model Completion. - Anton van den Hengel; Anthony R. Dick; Thorsten Thormählen; Ben Ward; Philip H. S. Torr (DICTA, 2007)

RATSAC: An Adaptive Method for Accelerated Robust Estimation and its Application to Video Synchronisation. - Daniel Pooley; Michael J. Brooks; Anton van den Hengel (DICTA, 2007)

A shape hierarchy for 3D modelling from video. - Anton van den Hengel; Anthony R. Dick; Thorsten Thormählen; Ben Ward; Philip H. S. Torr (GRAPHITE, 2007)

Topology Estimation for Thousand-Camera Surveillance Networks. - Henry Detmold; Anton van den Hengel; Anthony R. Dick; Alex Cichowski; Rhys Hill; Ekim Kocadag; Katrina Falkner; David S. Munro (ICDSC, 2007)

An Adaptive Bayesian Technique for Tracking Multiple Objects. - Pankaj Kumar 001; Michael J. Brooks; Anton van den Hengel (PReMI, 2007)

Fast Global Kernel Density Mode Seeking: Applications to Localization and Tracking. - Chunhua Shen; Michael J. Brooks; Anton van den Hengel (IEEE Trans. Image Process., 2007)

VideoTrace: rapid interactive scene modelling from video. - Anton van den Hengel; Anthony R. Dick; Thorsten Thormählen; Ben Ward; Philip H. S. Torr (ACM Trans. Graph., 2007)

Searching in space and time: a system for forensic analysis of large video repositories. - Anton van den Hengel; Rhys Hill; Henry Detmold; Anthony R. Dick (e-Forensics, 2008)

Estimating camera overlap in large and growing networks. - Henry Detmold; Anton van den Hengel; Anthony R. Dick; Alex Cichowski; Rhys Hill; Ekim Kocadag; Yuval Yarom; Katrina Falkner; David S. Munro (ICDSC, 2008)

Empirical evaluation of the exclusion approach to estimating camera overlap. - Rhys Hill; Anton van den Hengel; Anthony R. Dick; Alex Cichowski; Henry Detmold (ICDSC, 2008)

Middleware for Distributed Video Surveillance. - Henry Detmold; Anton van den Hengel; Anthony R. Dick; Katrina Falkner; David S. Munro; Ronald Morrison (IEEE Distributed Syst. Online, 2008)

Contradiction and Correlation for Camera Overlap Estimation. - Alex Cichowski; Christopher S. Madden; Anton van den Hengel; Rhys Hill; Henry Detmold; Anthony R. Dick (AVSS, 2009)

Multi-projective Parameter Estimation for Sets of Homogeneous Matrices. - Wojciech Chojnacki; Rhys Hill; Anton van den Hengel; Michael J. Brooks (DICTA, 2009)

Measuring Latency for Video Surveillance Systems. - Rhys Hill; Christopher S. Madden; Anton van den Hengel; Henry Detmold; Anthony R. Dick (DICTA, 2009)

Optimization on the manifold of multiple homographies. - Anders P. Eriksson; Anton van den Hengel (ICCV Workshops, 2009)

Surprisal-aware scheduling of PTZ cameras. - Henry Detmold; Anton van den Hengel; Anthony R. Dick; Christopher S. Madden; Alex Cichowski; Rhys Hill (ICDSC, 2009)

A framework for determining overlap in large scale networks. - Anton van den Hengel; Henry Detmold; Christopher S. Madden; Anthony R. Dick; Alex Cichowski; Rhys Hill (ICDSC, 2009)

In situ image-based modeling. - Anton van den Hengel; Rhys Hill; Ben Ward; Anthony R. Dick (ISMAR, 2009)

Positive Semidefinite Metric Learning with Boosting. - Chunhua Shen; Junae Kim; Lei Wang 001; Anton van den Hengel (NIPS, 2009)

Automatic camera placement for large scale surveillance networks. - Anton van den Hengel; Rhys Hill; Ben Ward; Alex Cichowski; Henry Detmold; Christopher S. Madden; Anthony R. Dick; John W. Bastian (WACV, 2009)

SecondSkin: An interactive method for appearance transfer. - Anton van den Hengel; Dylan Sale; Anthony R. Dick (Comput. Graph. Forum, 2009)

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 (CVPR, 2010)

Image Retrieval with a Visual Thesaurus. - Yanzhi Chen; Anthony R. Dick; Anton van den Hengel (DICTA, 2010)

Multiple Homography Estimation with Full Consistency Constraints. - Wojciech Chojnacki; Zygmunt L. Szpak; Michael J. Brooks; Anton van den Hengel (DICTA, 2010)

Interactive modelling for AR applications. - John W. Bastian; Ben Ward; Rhys Hill; Anton van den Hengel; Anthony R. Dick (ISMAR, 2010)

Optimally Training a Cascade Classifier - Chunhua Shen; Peng Wang 015; Anton van den Hengel (CoRR, 2010)

Is face recognition really a Compressive Sensing problem? - Qinfeng Shi; Anders P. Eriksson; Anton van den Hengel; Chunhua Shen (CVPR, 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 001; Anthony R. Dick; Hanzi Wang; Chunhua Shen; Anton van den Hengel (ICCV, 2011)

Toward a Digital Ecosystem: International Symposium on Ubiquitous Virtual Reality 2010. - Hyoseok Yoon; Anton van den Hengel; Gerhard Reitmayr; Joshua Lifton; Sung-Hee Lee; Woontack Woo (IEEE Pervasive Comput., 2011)

Fast Training of Effective Multi-class Boosting Using Coordinate Descent Optimization. - Guosheng Lin; Chunhua Shen; Anton van den Hengel; David Suter (ACCV (2), 2012)

Non-sparse linear representations for visual tracking with online reservoir metric learning. - Xi Li 001; Chunhua Shen; Qinfeng Shi; Anthony R. Dick; Anton van den Hengel (CVPR, 2012)

Sharing features in multi-class boosting via group sparsity. - Sakrapee Paisitkriangkrai; Chunhua Shen; Anton van den Hengel (CVPR, 2012)

A Comparison of Ellipse Fitting Methods and Implications for Multiple-View Geometry Estimation. - Zygmunt L. Szpak; Wojciech Chojnacki; Anton van den Hengel (DICTA, 2012)

Guaranteed Ellipse Fitting with the Sampson Distance. - Zygmunt L. Szpak; Wojciech Chojnacki; Anton van den Hengel (ECCV (5), 2012)

Robust Tracking with Weighted Online Structured Learning. - Rui Yao; Qinfeng Shi; Chunhua Shen; Yanning Zhang 001; Anton van den Hengel (ECCV (3), 2012)

Is margin preserved after random projection?. - Qinfeng Shi; Chunhua Shen; Rhys Hill; Anton van den Hengel (ICML, 2012)

A Direct Approach to Multi-class Boosting and Extensions - Chunhua Shen; Sakrapee Paisitkriangkrai; Anton van den Hengel (CoRR, 2012)

Positive Semidefinite Metric Learning Using Boosting-like Algorithms. - Chunhua Shen; Junae Kim; Lei Wang 001; Anton van den Hengel (J. Mach. Learn. Res., 2012)

Efficient Computation of Robust Weighted Low-Rank Matrix Approximations Using the L_1 Norm. - Anders P. Eriksson; Anton van den Hengel (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Boosting Object Retrieval With Group Queries. - Yanzhi Chen; Xi Li 001; Anthony R. Dick; Anton van den Hengel (IEEE Signal Process. Lett., 2012)

Learning Compact Binary Codes for Visual Tracking. - Xi Li 001; Chunhua Shen; Anthony R. Dick; Anton van den Hengel (CVPR, 2013)

Inductive Hashing on Manifolds. - Fumin Shen; Chunhua Shen; Qinfeng Shi; Anton van den Hengel; Zhenmin Tang (CVPR, 2013)

A Fast Semidefinite Approach to Solving Binary Quadratic Problems. - Peng Wang 015; Chunhua Shen; Anton van den Hengel (CVPR, 2013)

Bilinear Programming for Human Activity Recognition with Unknown MRF Graphs. - Zhenhua Wang 003; Qinfeng Shi; Chunhua Shen; Anton van den Hengel (CVPR, 2013)

Part-Based Visual Tracking with Online Latent Structural Learning. - Rui Yao; Qinfeng Shi; Chunhua Shen; Yanning Zhang 001; Anton van den Hengel (CVPR, 2013)

Contextual Hypergraph Modeling for Salient Object Detection. - Xi Li 001; Yao Li 003; Chunhua Shen; Anthony R. Dick; 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 (ICCV, 2013)

Efficient Pedestrian Detection by Directly Optimizing the Partial Area under the ROC Curve. - Sakrapee Paisitkriangkrai; Chunhua Shen; Anton van den Hengel (ICCV, 2013)

Leveraging surrounding context for scene text detection. - Yao Li 003; Chunhua Shen; Wenjing Jia; Anton van den Hengel (ICIP, 2013)

Approximate constraint generation for efficient structured boosting. - Guosheng Lin; Chunhua Shen; Anton van den Hengel (ICIP, 2013)

Extended depth-of-field via focus stacking and graph cuts. - Chao Zhang; John W. Bastian; Chunhua Shen; Anton van den Hengel; Tingzhi Shen (ICIP, 2013)

Learning Hash Functions Using Column Generation. - Xi Li 001; Guosheng Lin; Chunhua Shen; Anton van den Hengel; Anthony R. Dick (ICML (1), 2013)

Contextual Hypergraph Modelling for Salient Object Detection. - Xi Li 001; Yao Li 003; Chunhua Shen; Anthony R. Dick; Anton van den Hengel (CoRR, 2013)

A scalable stage-wise approach to large-margin multi-class loss based boosting. - Sakrapee Paisitkriangkrai; Chunhua Shen; Anton van den Hengel (CoRR, 2013)

Efficient pedestrian detection by directly optimize the partial area under the ROC curve. - Sakrapee Paisitkriangkrai; Chunhua Shen; Anton van den Hengel (CoRR, 2013)

Constraint Reduction using Marginal Polytope Diagrams for MAP LP Relaxations. - Zhen Zhang 008; Qinfeng Shi; Yanning Zhang 001; Chunhua Shen; Anton van den Hengel (CoRR, 2013)

RandomBoost: Simplified Multi-class Boosting through Randomization - Sakrapee Paisitkriangkrai; Chunhua Shen; Qinfeng Shi; Anton van den Hengel (CoRR, 2013)

An Efficient Dual Approach to Distance Metric Learning - Chunhua Shen; Junae Kim; Fayao Liu; Lei Wang 001; Anton van den Hengel (CoRR, 2013)

Fast Approximate L_infty Minimization: Speeding Up Robust Regression - Fumin Shen; Chunhua Shen; Rhys Hill; Anton van den Hengel; Zhenmin Tang (CoRR, 2013)

Training Effective Node Classifiers for Cascade Classification. - Chunhua Shen; Peng Wang 015; Sakrapee Paisitkriangkrai; Anton van den Hengel (Int. J. Comput. Vis., 2013)

Spatially aware feature selection and weighting for object retrieval. - Yanzhi Chen; Anthony R. Dick; Xi Li 001; Anton van den Hengel (Image Vis. Comput., 2013)

Fully corrective boosting with arbitrary loss and regularization. - Chunhua Shen; Hanxi Li; Anton van den Hengel (Neural Networks, 2013)

Incremental Learning of 3D-DCT Compact Representations for Robust Visual Tracking. - Xi Li 001; Anthony R. Dick; Chunhua Shen; Anton van den Hengel; Hanzi Wang (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Visual Tracking With Spatio-Temporal Dempster-Shafer Information Fusion. - Xi Li 001; Anthony R. Dick; Chunhua Shen; Zhongfei Zhang; Anton van den Hengel; Hanzi Wang (IEEE Trans. Image Process., 2013)

Approximate Least Trimmed Sum of Squares Fitting and Applications in Image Analysis. - Fumin Shen; Chunhua Shen; Anton van den Hengel; Zhenmin Tang (IEEE Trans. Image Process., 2013)

A survey of appearance models in visual object tracking. - Xi Li 001; Weiming Hu; Chunhua Shen; Zhongfei Zhang; Anthony R. Dick; Anton van den Hengel (ACM Trans. Intell. Syst. Technol., 2013)

Shape Similarity Analysis by Self-Tuning Locally Constrained Mixed-Diffusion. - Lei Luo 002; Chunhua Shen; Chunyuan Zhang; Anton van den Hengel (IEEE Trans. Multim., 2013)

A relaxation method to articulated trajectory reconstruction from monocular image sequence. - Bo Li 090; Yuchao Dai; Mingyi He; Anton van den Hengel (ChinaSIP, 2014)

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

Strengthening the Effectiveness of Pedestrian Detection with Spatially Pooled Features. - Sakrapee Paisitkriangkrai; Chunhua Shen; Anton van den Hengel (ECCV (4), 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 (ECCV Workshops (4), 2014)

Encoding High Dimensional Local Features by Sparse Coding Based Fisher Vectors. - Lingqiao Liu; Chunhua Shen; Lei Wang 001; Anton van den Hengel; Chao Wang 063 (NIPS, 2014)

Deconstruction of compound objects from image sets. - Anton van den Hengel; John W. Bastian; Anthony R. Dick; Lachlan Fleming (CoRR, 2014)

Large-scale Binary Quadratic Optimization Using Semidefinite Relaxation and Applications. - Peng Wang 015; Chunhua Shen; Anton van den Hengel (CoRR, 2014)

Fast approximate L∞ minimization: Speeding up robust regression. - Fumin Shen; Chunhua Shen; Rhys Hill; Anton van den Hengel; Zhenmin Tang (Comput. Stat. Data Anal., 2014)

Sampson distance based joint estimation of multiple homographies with uncalibrated cameras. - Zygmunt L. Szpak; Wojciech Chojnacki; Anders P. Eriksson; Anton van den Hengel (Comput. Vis. Image Underst., 2014)

StructBoost: Boosting Methods for Predicting Structured Output Variables. - Chunhua Shen; Guosheng Lin; Anton van den Hengel (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

Characterness: An Indicator of Text in the Wild. - Yao Li 003; Wenjing Jia; Chunhua Shen; Anton van den Hengel (IEEE Trans. Image Process., 2014)

Large-Margin Learning of Compact Binary Image Encodings. - Sakrapee Paisitkriangkrai; Chunhua Shen; Anton van den Hengel (IEEE Trans. Image Process., 2014)

Asymmetric Pruning for Learning Cascade Detectors. - Sakrapee Paisitkriangkrai; Chunhua Shen; Anton van den Hengel (IEEE Trans. Multim., 2014)

RandomBoost: Simplified Multiclass Boosting Through Randomization. - Sakrapee Paisitkriangkrai; Chunhua Shen; Qinfeng Shi; Anton van den Hengel (IEEE Trans. Neural Networks Learn. Syst., 2014)

Efficient Dual Approach to Distance Metric Learning. - Chunhua Shen; Junae Kim; Fayao Liu; Lei Wang 001; Anton van den Hengel (IEEE Trans. Neural Networks Learn. Syst., 2014)

Semidefinite Programming. - Chunhua Shen; Anton van den Hengel (Computer Vision, A Reference Guide, 2014)

Large-Scale Camera Topology Mapping: Application to Re-identification. - Anthony R. Dick; Anton van den Hengel; Henry Detmold (Person Re-Identification, 2014)

Part-based modelling of compound scenes from images. - Anton van den Hengel; Chris Russell 001; Anthony R. Dick; John W. Bastian; Daniel Pooley; Lachlan Fleming; Lourdes Agapito (CVPR, 2015)

Mid-level deep pattern mining. - Yao Li 003; Lingqiao Liu; Chunhua Shen; Anton van den Hengel (CVPR, 2015)

Depth and surface normal estimation from monocular images using regression on deep features and hierarchical CRFs. - Bo Li 090; Chunhua Shen; Yuchao Dai; Anton van den Hengel; Mingyi He (CVPR, 2015)

The treasure beneath convolutional layers: Cross-convolutional-layer pooling for image classification. - Lingqiao Liu; Chunhua Shen; Anton van den Hengel (CVPR, 2015)

Learning to rank in person re-identification with metric ensembles. - Sakrapee Paisitkriangkrai; Chunhua Shen; Anton van den Hengel (CVPR, 2015)

Effective semantic pixel labelling with convolutional networks and Conditional Random Fields. - Sakrapee Paisitkriangkrai; Jamie Sherrah; Pranam Janney; Anton van den Hengel (CVPR Workshops, 2015)

Robust multiple homography estimation: An ill-solved problem. - Zygmunt L. Szpak; Wojciech Chojnacki; 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 008 (CVPR, 2015)

Efficient SDP inference for fully-connected CRFs based on low-rank decomposition. - Peng Wang 015; Chunhua Shen; Anton van den Hengel (CVPR, 2015)

A Study of the Region Covariance Descriptor: Impact of Feature Selection and Image Transformations. - Hayden Faulkner; Ergnoor Shehu; Zygmunt L. Szpak; Wojciech Chojnacki; Jules-Raymond Tapamo; Anthony R. Dick; Anton van den Hengel (DICTA, 2015)

Camera Network Topology Estimation by Lighting Variation. - Michael Zhu; Anthony R. Dick; Anton van den Hengel (DICTA, 2015)

Deeply Learning the Messages in Message Passing Inference. - Guosheng Lin; Chunhua Shen; Ian D. Reid 001; Anton van den Hengel (NIPS, 2015)

Image-Based Recommendations on Styles and Substitutes. - Julian J. McAuley; Christopher Targett; Qinfeng Shi; Anton van den Hengel (SIGIR, 2015)

Cross-convolutional-layer Pooling for Generic Visual Recognition. - Lingqiao Liu; Chunhua Shen; Anton van den Hengel (CoRR, 2015)

Scalable Nuclear-norm Minimization by Subspace Pursuit Proximal Riemannian Gradient. - Mingkui Tan; Shijie Xiao; Junbin Gao; Dong Xu 001; Anton van den Hengel; Qinfeng Shi (CoRR, 2015)

Image Captioning with an Intermediate Attributes Layer. - Qi Wu 001; Chunhua Shen; Anton van den Hengel; Lingqiao Liu; Anthony R. Dick (CoRR, 2015)

Guaranteed Ellipse Fitting with a Confidence Region and an Uncertainty Measure for Centre, Axes, and Orientation. - Zygmunt L. Szpak; Wojciech Chojnacki; Anton van den Hengel (J. Math. Imaging Vis., 2015)

Enforcing consistency constraints in uncalibrated multiple homography estimation using latent variables. - Wojciech Chojnacki; Zygmunt L. Szpak; Michael J. Brooks; Anton van den Hengel (Mach. Vis. Appl., 2015)

Supervised Hashing Using Graph Cuts and Boosted Decision Trees. - Guosheng Lin; Chunhua Shen; Anton van den Hengel (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

A Hybrid Loss for Multiclass and Structured Prediction. - Qinfeng Shi; Mark D. Reid; Tibério S. Caetano; Anton van den Hengel; Zhenhua Wang 003 (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

Worst Case Linear Discriminant Analysis as Scalable Semidefinite Feasibility Problems. - Hui Li 031; Chunhua Shen; Anton van den Hengel; Qinfeng Shi (IEEE Trans. Image Process., 2015)

Hashing on Nonlinear Manifolds. - Fumin Shen; Chunhua Shen; Qinfeng Shi; Anton van den Hengel; Zhenmin Tang; Heng Tao Shen (IEEE Trans. Image Process., 2015)

Learning Sparse Confidence-Weighted Classifier on Very High Dimensional Data. - Mingkui Tan; Yan Yan 006; Li Wang 033; Anton van den Hengel; Ivor W. Tsang; Qinfeng (Javen) Shi (AAAI, 2016)

Blind Image Deconvolution by Automatic Gradient Activation. - Dong Gong; Mingkui Tan; Yanning Zhang 001; 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 D. Reid 001 (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)

Proximal Riemannian Pursuit for Large-Scale Trace-Norm Minimization. - Mingkui Tan; Shijie Xiao; Junbin Gao; Dong Xu 001; Anton van den Hengel; Qinfeng Shi (CVPR, 2016)

What's Wrong with That Object? Identifying Images of Unusual Objects by Modelling the Detection Score Distribution. - Peng Wang 023; Lingqiao Liu; Chunhua Shen; Zi Huang; Anton van den Hengel; Heng Tao Shen (CVPR, 2016)

What Value Do Explicit High Level Concepts Have in Vision to Language Problems? - Qi Wu 001; Chunhua Shen; Lingqiao Liu; Anthony R. Dick; Anton van den Hengel (CVPR, 2016)

Ask Me Anything: Free-Form Visual Question Answering Based on Knowledge from External Sources. - Qi Wu 001; Peng Wang 015; Chunhua Shen; Anthony R. Dick; Anton van den Hengel (CVPR, 2016)

Pairwise Matching through Max-Weight Bipartite Belief Propagation. - Zhen Zhang 008; Qinfeng Shi; Julian J. McAuley; Wei Wei 008; Yanning Zhang 001; Anton van den Hengel (CVPR, 2016)

Image Co-localization by Mimicking a Good Detector's Confidence Score Distribution. - Yao Li 003; Lingqiao Liu; Chunhua Shen; Anton van den Hengel (ECCV (2), 2016)

Cluster Sparsity Field for Hyperspectral Imagery Denoising. - Lei Zhang 054; Wei Wei 008; Yanning Zhang 001; Chunhua Shen; Anton van den Hengel; Qinfeng Shi (ECCV (5), 2016)

The Shallow End: Empowering Shallower Deep-Convolutional Networks through Auxiliary Outputs. - Yong Guo; Mingkui Tan; Qingyao Wu; Jian Chen 011; Anton van den Hengel; Qinfeng Shi (CoRR, 2016)

Zero-Shot Visual Question Answering. - Damien Teney; Anton van den Hengel (CoRR, 2016)

Learning from Imbalanced Multiclass Sequential Data Streams Using Dynamically Weighted Conditional Random Fields. - Roberto Luis Shinmoto Torres; Damith Chinthana Ranasinghe; Qinfeng Shi; Anton van den Hengel (CoRR, 2016)

Hi Detector, What's Wrong with that Object? Identifying Irregular Object From Images by Modelling the Detection Score Distribution. - Peng Wang 023; Lingqiao Liu; Chunhua Shen; Anton van den Hengel; Heng Tao Shen (CoRR, 2016)

PersonNet: Person Re-identification with Deep Convolutional Neural Networks. - Lin Wu 001; Chunhua Shen; Anton van den Hengel (CoRR, 2016)

High-performance Semantic Segmentation Using Very Deep Fully Convolutional Networks. - Zifeng Wu; Chunhua Shen; Anton van den Hengel (CoRR, 2016)

Bridging Category-level and Instance-level Semantic Image Segmentation. - Zifeng Wu; Chunhua Shen; Anton van den Hengel (CoRR, 2016)

Deep Recurrent Convolutional Networks for Video-based Person Re-identification: An End-to-End Approach. - Lin Wu 001; Chunhua Shen; Anton van den Hengel (CoRR, 2016)

Image Captioning and Visual Question Answering Based on Attributes and Their Related External Knowledge. - Qi Wu 001; Chunhua Shen; Anton van den Hengel; Peng Wang 015; Anthony R. Dick (CoRR, 2016)

Efficient Semidefinite Branch-and-Cut for MAP-MRF Inference. - Peng Wang 015; Chunhua Shen; Anton van den Hengel; Philip H. S. Torr (Int. J. Comput. Vis., 2016)

Online unsupervised feature learning for visual tracking. - Fayao Liu; Chunhua Shen; Ian Reid 001; Anton van den Hengel (Image Vis. Comput., 2016)

Pedestrian Detection with Spatially Pooled Features and Structured Ensemble Learning. - Sakrapee Paisitkriangkrai; Chunhua Shen; Anton van den Hengel (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Effectiveness of a Batteryless and Wireless Wearable Sensor System for Identifying Bed and Chair Exits in Healthy Older People. - Roberto Luis Shinmoto Torres; Renuka Visvanathan; Stephen Hoskins; Anton van den Hengel; Damith Chinthana Ranasinghe (Sensors, 2016)

Semantic Labeling of Aerial and Satellite Imagery. - Sakrapee Paisitkriangkrai; Jamie Sherrah; Pranam Janney; Anton van den Hengel (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Dictionary Learning for Promoting Structured Sparsity in Hyperspectral Compressive Sensing. - Lei Zhang 054; Wei Wei 008; Yanning Zhang 001; Chunhua Shen; Anton van den Hengel; Qinfeng Shi (IEEE Trans. Geosci. Remote. Sens., 2016)

Fast Detection of Multiple Objects in Traffic Scenes With a Common Detection Framework. - Qichang Hu; Sakrapee Paisitkriangkrai; Chunhua Shen; Anton van den Hengel; Fatih Porikli (IEEE Trans. Intell. Transp. Syst., 2016)

MPGL: An Efficient Matching Pursuit Method for Generalized LASSO. - Dong Gong; Mingkui Tan; Yanning Zhang 001; Anton van den Hengel; Qinfeng Shi (AAAI, 2017)

Solving Constrained Combinatorial Optimisation Problems via MAP Inference without High-Order Penalties. - Zhen Zhang 008; Qinfeng Shi; Julian J. McAuley; Wei Wei 008; Yanning Zhang 001; Rui Yao; Anton van den Hengel (AAAI, 2017)

Large-Scale Camera Network Topology Estimation by Lighting Variation. - Michael Zhu; Anthony R. Dick; Anton van den Hengel (ACIVS, 2017)

Infinite Variational Autoencoder for Semi-Supervised Learning. - M. Ehsan Abbasnejad; 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 002; Lingqiao Liu; Yanning Zhang 001; Ian D. Reid 001; Chunhua Shen; Anton van den Hengel; Qinfeng Shi (CVPR, 2017)

Sequential Person Recognition in Photo Albums with a Recurrent Network. - Yao Li 003; Guosheng Lin; Bohan Zhuang; Lingqiao Liu; Chunhua Shen; Anton van den Hengel (CVPR, 2017)

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

Multi-attention Network for One Shot Learning. - Peng Wang 023; Lingqiao Liu; Chunhua Shen; Zi Huang; Anton van den Hengel; Heng Tao Shen (CVPR, 2017)

The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions. - Peng Wang 015; Qi Wu 001; Chunhua Shen; Anton van den Hengel (CVPR, 2017)

Self-Paced Kernel Estimation for Robust Blind Image Deblurring. - Dong Gong; Mingkui Tan; Yanning Zhang 001; Anton van den Hengel; Qinfeng Shi (ICCV, 2017)

When Unsupervised Domain Adaptation Meets Tensor Representations. - Hao Lu 003; Lei Zhang 054; Zhiguo Cao 001; Wei Wei 008; Ke Xian; Chunhua Shen; Anton van den Hengel (ICCV, 2017)

Explicit Knowledge-based Reasoning for Visual Question Answering. - Peng Wang 015; Qi Wu 001; Chunhua Shen; Anthony R. Dick; Anton van den Hengel (IJCAI, 2017)

Bayesian Conditional Generative Adverserial Networks. - M. Ehsan Abbasnejad; Qinfeng Shi; Iman Abbasnejad; Anton van den Hengel; Anthony R. Dick (CoRR, 2017)

Visual Question Answering with Memory-Augmented Networks. - Chao Ma 004; Chunhua Shen; Anthony R. Dick; Anton van den Hengel (CoRR, 2017)

Visually Aligned Word Embeddings for Improving Zero-shot Learning. - Ruizhi Qiao; Lingqiao Liu; Chunhua Shen; Anton van den Hengel (CoRR, 2017)

Care about you: towards large-scale human-centric visual relationship detection. - Bohan Zhuang; Qi Wu 001; Chunhua Shen; Ian D. Reid 001; Anton van den Hengel (CoRR, 2017)

Beyond Low Rank: A Data-Adaptive Tensor Completion Method. - Lei Zhang 054; Wei Wei 008; Qinfeng Shi; Chunhua Shen; Anton van den Hengel; Yanning Zhang 001 (CoRR, 2017)

Asking the Difficult Questions: Goal-Oriented Visual Question Generation via Intermediate Rewards. - Junjie Zhang 002; Qi Wu 001; Chunhua Shen; Jian Zhang 002; Jianfeng Lu 003; Anton van den Hengel (CoRR, 2017)

Real-time Semantic Image Segmentation via Spatial Sparsity. - Zifeng Wu; Chunhua Shen; Anton van den Hengel (CoRR, 2017)

Structured learning of metric ensembles with application to person re-identification. - Sakrapee Paisitkriangkrai; Lin Wu 001; Chunhua Shen; Anton van den Hengel (Comput. Vis. Image Underst., 2017)

Visual question answering: A survey of methods and datasets. - Qi Wu 001; Damien Teney; Peng Wang 015; Chunhua Shen; Anthony R. Dick; Anton van den Hengel (Comput. Vis. Image Underst., 2017)

Mining Mid-level Visual Patterns with Deep CNN Activations. - Yao Li 003; Lingqiao Liu; Chunhua Shen; Anton van den Hengel (Int. J. Comput. Vis., 2017)

JFR Special Issue on Agricultural Robotics. - David Ball; Ben Upcroft; Eldert J. van Henten; Anton van den Hengel; Pratap Tokekar; Jnaneshwar Das (J. Field Robotics, 2017)

Cross-Convolutional-Layer Pooling for Image Recognition. - Lingqiao Liu; Chunhua Shen; Anton van den Hengel (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

Compositional Model Based Fisher Vector Coding for Image Classification. - Lingqiao Liu; Peng Wang 023; Chunhua Shen; Lei Wang 001; Anton van den Hengel; Chao Wang 063; Heng Tao Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

Large-Scale Binary Quadratic Optimization Using Semidefinite Relaxation and Applications. - Peng Wang 015; Chunhua Shen; Anton van den Hengel; Philip H. S. Torr (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

A hierarchical model for recognizing alarming states in a batteryless sensor alarm intervention for preventing falls in older people. - Roberto Luis Shinmoto Torres; Qinfeng Shi; Anton van den Hengel; Damith Chinthana Ranasinghe (Pervasive Mob. Comput., 2017)

Learning discriminative trajectorylet detector sets for accurate skeleton-based action recognition. - Ruizhi Qiao; Lingqiao Liu; Chunhua Shen; Anton van den Hengel (Pattern Recognit., 2017)

Deep linear discriminant analysis on fisher networks: A hybrid architecture for person re-identification. - Lin Wu 001; Chunhua Shen; Anton van den Hengel (Pattern Recognit., 2017)

Visual Question Answering: A Tutorial. - Damien Teney; Qi Wu 001; Anton van den Hengel (IEEE Signal Process. Mag., 2017)

Part-Based Robust Tracking Using Online Latent Structured Learning. - Rui Yao; Qinfeng Shi; Chunhua Shen; Yanning Zhang 001; Anton van den Hengel (IEEE Trans. Circuits Syst. Video Technol., 2017)

HCVRD: A Benchmark for Large-Scale Human-Centered Visual Relationship Detection. - Bohan Zhuang; Qi Wu 001; Chunhua Shen; Ian D. Reid 001; Anton van den Hengel (AAAI, 2018)

Active Learning from Noisy Tagged Images. - M. Ehsan Abbasnejad; Anthony R. Dick; Qinfeng Shi; Anton van den Hengel (BMVC, 2018)

Visual Question Answering With Memory-Augmented Networks. - Chao Ma 004; Chunhua Shen; Anthony R. Dick; Qi Wu 001; Peng Wang 023; Anton van den Hengel; Ian D. Reid 001 (CVPR, 2018)

Vision-and-Language Navigation: Interpreting Visually-Grounded Navigation Instructions in Real Environments. - Peter Anderson 001; Qi Wu 001; Damien Teney; Jake Bruce; Mark Johnson 001; Niko Sünderhauf; Ian D. Reid 001; Stephen Gould; Anton van den Hengel (CVPR, 2018)

Tips and Tricks for Visual Question Answering: Learnings From the 2017 Challenge. - Damien Teney; Peter Anderson 001; Xiaodong He 001; Anton van den Hengel (CVPR, 2018)

Are You Talking to Me? Reasoned Visual Dialog Generation Through Adversarial Learning. - Qi Wu 001; Peng Wang 015; Chunhua Shen; Ian D. Reid 001; Anton van den Hengel (CVPR, 2018)

Parallel Attention: A Unified Framework for Visual Object Discovery Through Dialogs and Queries. - Bohan Zhuang; Qi Wu 001; Chunhua Shen; Ian D. Reid 001; Anton van den Hengel (CVPR, 2018)

Visual Question Answering as a Meta Learning Task. - Damien Teney; Anton van den Hengel (ECCV (15), 2018)

Goal-Oriented Visual Question Generation via Intermediate Rewards. - Junjie Zhang 002; Qi Wu 001; Chunhua Shen; Jian Zhang 002; Jianfeng Lu 003; Anton van den Hengel (ECCV (5), 2018)

Discriminative Clustering of High-Dimensional Data Using Generative Modeling. - Masoud Abdi; Chee Peng Lim; Shady M. K. Mohamed; Saeid Nahavandi; Ehsan Abbasnejad; Anton van den Hengel (MWSCAS, 2018)

Learning an Optimizer for Image Deconvolution. - Dong Gong; Zhen Zhang 008; Qinfeng Shi; Anton van den Hengel; Chunhua Shen; Yanning Zhang 001 (CoRR, 2018)

Neighbourhood Watch: Referring Expression Comprehension via Language-guided Graph Attention Networks. - Peng Wang 015; Qi Wu 001; Jiewei Cao; Chunhua Shen; Lianli Gao; Anton van den Hengel (CoRR, 2018)

An Active Information Seeking Model for Goal-oriented Vision-and-Language Tasks. - Ehsan Abbasnejad; Qi Wu 001; Iman Abbasnejad; Javen Shi; Anton van den Hengel (CoRR, 2018)

Cluster Sparsity Field: An Internal Hyperspectral Imagery Prior for Reconstruction. - Lei Zhang 054; Wei Wei 008; Yanning Zhang 001; Chunhua Shen; Anton van den Hengel; Qinfeng Shi (Int. J. Comput. Vis., 2018)

Exploring Context with Deep Structured Models for Semantic Segmentation. - Guosheng Lin; Chunhua Shen; Anton van den Hengel; Ian Reid 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

FVQA: Fact-Based Visual Question Answering. - Peng Wang 015; Qi Wu 001; Chunhua Shen; Anthony R. Dick; Anton van den Hengel (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Image Captioning and Visual Question Answering Based on Attributes and External Knowledge. - Qi Wu 001; Chunhua Shen; Peng Wang 015; Anthony R. Dick; Anton van den Hengel (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Pushing the Limits of Deep CNNs for Pedestrian Detection. - Qichang Hu; Peng Wang 015; Chunhua Shen; Anton van den Hengel; Fatih Porikli (IEEE Trans. Circuits Syst. Video Technol., 2018)

An Embarrassingly Simple Approach to Visual Domain Adaptation. - Hao Lu 003; Chunhua Shen; Zhiguo Cao 001; Yang Xiao 007; Anton van den Hengel (IEEE Trans. Image Process., 2018)

Neighbourhood Watch: Referring Expression Comprehension via Language-Guided Graph Attention Networks. - Peng Wang 023; Qi Wu 001; Jiewei Cao; Chunhua Shen; Lianli Gao; Anton van den Hengel (CVPR, 2019)

Visual Question Answering as Reading Comprehension. - Hui Li 031; Peng Wang 015; Chunhua Shen; Anton van den Hengel (CVPR, 2019)

A Generative Adversarial Density Estimator. - M. Ehsan Abbasnejad; Qinfeng Shi; Anton van den Hengel; Lingqiao Liu (CVPR, 2019)

What's to Know? Uncertainty as a Guide to Asking Goal-Oriented Questions. - Ehsan Abbasnejad; Qi Wu 001; Qinfeng Shi; Anton van den Hengel (CVPR, 2019)

Actively Seeking and Learning From Live Data. - Damien Teney; Anton van den Hengel (CVPR, 2019)

Attention-Guided Network for Ghost-Free High Dynamic Range Imaging. - Qingsen Yan; Dong Gong; Qinfeng Shi; Anton van den Hengel; Chunhua Shen; Ian D. Reid 001; Yanning Zhang 001 (CVPR, 2019)

Memorizing Normality to Detect Anomaly: Memory-Augmented Deep Autoencoder for Unsupervised Anomaly Detection. - Dong Gong; Lingqiao Liu; Vuong Le; Budhaditya Saha; Moussa Reda Mansour; Svetha Venkatesh; Anton van den Hengel (ICCV, 2019)

Reinforcement Learning with Attention that Works: A Self-Supervised Approach. - Anthony Manchin; Ehsan Abbasnejad; Anton van den Hengel (ICONIP (5), 2019)

End-To-End Diagnosis And Segmentation Learning From Cardiac Magnetic Resonance Imaging. - Gerard Snaauw; Dong Gong; Gabriel Maicas; Anton van den Hengel; Wiro J. Niessen; Johan Verjans; Gustavo Carneiro 001 (ISBI, 2019)

Deep Anomaly Detection with Deviation Networks. - Guansong Pang; Chunhua Shen; Anton van den Hengel (KDD, 2019)

Watch, Reason and Code: Learning to Represent Videos Using Program. - Xuguang Duan; Qi Wu 001; Chuang Gan 001; Yiwei Zhang; Wenbing Huang 001; Anton van den Hengel; Wenwu Zhu 001 (ACM Multimedia, 2019)

RERERE: Remote Embodied Referring Expressions in Real indoor Environments. - Yuankai Qi; Qi Wu 001; Peter Anderson 001; Marco Liu; Chunhua Shen; Anton van den Hengel (CoRR, 2019)

An Effective Two-Branch Model-Based Deep Network for Single Image Deraining. - Yinglong Wang 002; Dong Gong; Jie Yang 002; Qinfeng Shi; Anton van den Hengel; Dehua Xie; Bing Zeng (CoRR, 2019)

On Incorporating Semantic Prior Knowlegde in Deep Learning Through Embedding-Space Constraints. - Damien Teney; Ehsan Abbasnejad; Anton van den Hengel (CoRR, 2019)

REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs. - José Ignacio Orlando; Huazhu Fu; João Barbosa Breda; Karel van Keer; Deepti R. Bathula; Andrés Diaz-Pinto; Ruogu Fang; Pheng-Ann Heng; Jeyoung Kim; Joonho Lee; Joonseok Lee; Xiaoxiao Li; et al. (CoRR, 2019)

Weakly-supervised Deep Anomaly Detection with Pairwise Relation Learning. - Guansong Pang; Anton van den Hengel; Chunhua Shen (CoRR, 2019)

Accurate imagery recovery using a multi-observation patch model. - Lei Zhang 054; Wei Wei 008; Qinfeng Shi; Chunhua Shen; Anton van den Hengel; Yanning Zhang 001 (Inf. Sci., 2019)

Wider or Deeper: Revisiting the ResNet Model for Visual Recognition. - Zifeng Wu; Chunhua Shen; Anton van den Hengel (Pattern Recognit., 2019)

Unsupervised Domain Adaptation Using Robust Class-Wise Matching. - Lei Zhang 054; Peng Wang 023; Wei Wei 008; Hao Lu 003; Chunhua Shen; Anton van den Hengel; Yanning Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2019)

MPTV: Matching Pursuit-Based Total Variation Minimization for Image Deconvolution. - Dong Gong; Mingkui Tan; Qinfeng Shi; Anton van den Hengel; Yanning Zhang 001 (IEEE Trans. Image Process., 2019)

V-PROM: A Benchmark for Visual Reasoning Using Visual Progressive Matrices. - Damien Teney; Peng Wang 023; Jiewei Cao; Lingqiao Liu; Chunhua Shen; Anton van den Hengel (AAAI, 2020)

AIML at VQA-Med 2020: Knowledge Inference via a Skeleton-based Sentence Mapping Approach for Medical Domain Visual Question Answering. - Zhibin Liao; Qi Wu 001; Chunhua Shen; Anton van den Hengel; Johan Verjans (CLEF (Working Notes), 2020)

On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering. - Xinyu Wang 010; Yuliang Liu; Chunhua Shen; Chun Chet Ng; Canjie Luo; Lianwen Jin; Chee Seng Chan; Anton van den Hengel; Liangwei Wang (CVPR, 2020)

Gold Seeker: Information Gain From Policy Distributions for Goal-Oriented Vision-and-Langauge Reasoning. - Ehsan Abbasnejad; Iman Abbasnejad; Qi Wu 001; Javen Shi; Anton van den Hengel (CVPR, 2020)

Counterfactual Vision and Language Learning. - Ehsan Abbasnejad; Damien Teney; Amin Parvaneh; Javen Shi; Anton van den Hengel (CVPR, 2020)

Self-Trained Deep Ordinal Regression for End-to-End Video Anomaly Detection. - Guansong Pang; Cheng Yan; Chunhua Shen; Anton van den Hengel; Xiao Bai 001 (CVPR, 2020)

REVERIE: Remote Embodied Visual Referring Expression in Real Indoor Environments. - Yuankai Qi; Qi Wu 001; Peter Anderson 001; Xin Wang 061; William Yang Wang; Chunhua Shen; Anton van den Hengel (CVPR, 2020)

Object-and-Action Aware Model for Visual Language Navigation. - Yuankai Qi; Zizheng Pan; Shengping Zhang; Anton van den Hengel; Qi Wu 001 (ECCV (10), 2020)

Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision. - Damien Teney; Ehsan Abbasnejad; Anton van den Hengel (ECCV (10), 2020)

Medical Data Inquiry Using a Question Answering Model. - Zhibin Liao; Lingqiao Liu; Qi Wu 001; Damien Teney; Chunhua Shen; Anton van den Hengel; Johan Verjans (ISBI, 2020)

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

Unshuffling Data for Improved Generalization. - Damien Teney; Ehsan Abbasnejad; Anton van den Hengel (CoRR, 2020)

Visual Question Answering with Prior Class Semantics. - Violetta Shevchenko; Damien Teney; Anthony R. Dick; Anton van den Hengel (CoRR, 2020)

Deep Reinforcement Learning for Unknown Anomaly Detection. - Guansong Pang; Anton van den Hengel; Chunhua Shen; Longbing Cao (CoRR, 2020)

Deep Multi-task Learning for Depression Detection and Prediction in Longitudinal Data. - Guansong Pang; Ngoc Thien Anh Pham; Emma Baker; Rebecca Bentley; Anton van den Hengel (CoRR, 2020)

GADE: A Generative Adversarial Approach to Density Estimation and its Applications. - M. Ehsan Abbasnejad; Javen Shi; Anton van den Hengel; Lingqiao Liu (Int. J. Comput. Vis., 2020)

Adaptive Importance Learning for Improving Lightweight Image Super-Resolution Network. - Lei Zhang 054; Peng Wang 023; Chunhua Shen; Lingqiao Liu; Wei Wei 008; Yanning Zhang 001; Anton van den Hengel (Int. J. Comput. Vis., 2020)

Multi-way backpropagation for training compact deep neural networks. - Yong Guo; Jian Chen 011; Qing Du; Anton van den Hengel; Qinfeng Shi; Mingkui Tan (Neural Networks, 2020)

Towards Effective Deep Embedding for Zero-Shot Learning. - Lei Zhang 054; Peng Wang 023; Lingqiao Liu; Chunhua Shen; Wei Wei 008; Yanning Zhang 001; Anton van den Hengel (IEEE Trans. Circuits Syst. Video Technol., 2020)

Scripted Video Generation With a Bottom-Up Generative Adversarial Network. - Qi Chen 014; Qi Wu 001; Jian Chen 011; Qingyao Wu; Anton van den Hengel; Mingkui Tan (IEEE Trans. Image Process., 2020)

Learning Deep Gradient Descent Optimization for Image Deconvolution. - Dong Gong; Zhen Zhang 008; Qinfeng Shi; Anton van den Hengel; Chunhua Shen; Yanning Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Accurate Tensor Completion via Adaptive Low-Rank Representation. - Lei Zhang 054; Wei Wei 008; Qinfeng Shi; Chunhua Shen; Anton van den Hengel; Yanning Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Human-AI Interactive and Continuous Sensemaking: A Case Study of Image Classification using Scribble Attention Maps. - Haifeng Shen; Kewen Liao; Zhibin Liao; Job N. Doornberg; Maoying Qiao; Anton van den Hengel; Johan W. Verjans (CHI Extended Abstracts, 2021)

DyCo3D: Robust Instance Segmentation of 3D Point Clouds Through Dynamic Convolution. - Tong He 001; Chunhua Shen; Anton van den Hengel (CVPR, 2021)

Memory-augmented Dynamic Neural Relational Inference. - Dong Gong; Zhen Zhang 008; Qinfeng (Javen) 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 001; Anton van den Hengel; Qi Wu 001 (ICCV, 2021)

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

Toward Deep Supervised Anomaly Detection: Reinforcement Learning from Partially Labeled Anomaly Data. - Guansong Pang; Anton van den Hengel; Chunhua Shen; Longbing Cao (KDD, 2021)

Anomaly and Novelty Detection, Explanation, and Accommodation (ANDEA). - Guansong Pang; Jundong Li; Anton van den Hengel; Longbing Cao; Thomas G. Dietterich (KDD, 2021)

Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge. - Violetta Shevchenko; Damien Teney; Anthony R. Dick; Anton van den Hengel (CoRR, 2021)

Learning for Visual Navigation by Imagining the Success. - Mohammad Mahdi Kazemi Moghaddam; Ehsan Abbasnejad; Qi Wu 001; Javen Shi; Anton van den Hengel (CoRR, 2021)

Know What and Know Where: An Object-and-Room Informed Sequential BERT for Indoor Vision-Language Navigation. - Yuankai Qi; Zizheng Pan; Yicong Hong; Ming-Hsuan Yang 001; Anton van den Hengel; Qi Wu 001 (CoRR, 2021)

Explainable Deep Few-shot Anomaly Detection with Deviation Networks. - Guansong Pang; Choubo Ding; Chunhua Shen; Anton van den Hengel (CoRR, 2021)

Learning to Zoom-In via Learning to Zoom-Out: Real-World Super-Resolution by Generating and Adapting Degradation. - Wei Sun 036; Dong Gong; Qinfeng Shi; Anton van den Hengel; Yanning Zhang 001 (IEEE Trans. Image Process., 2021)

Deep Single Image Deraining via Modeling Haze-Like Effect. - Yinglong Wang 002; Dong Gong; Jie Yang 002; Qinfeng Shi; Anton van den Hengel; Dehua Xie; Bing Zeng (IEEE Trans. Multim., 2021)

Program Generation from Diverse Video Demonstrations. - Anthony Manchin; Jamie Sherrah; Qi Wu 001; Anton van den Hengel (BMVC, 2022)

Retrieval Augmented Classification for Long-Tail Visual Recognition. - Alexander Long; Wei Yin 006; Thalaiyasingam Ajanthan; Vu Nguyen; Pulak Purkait; Ravi Garg; Alan Blair; Chunhua Shen; Anton van den Hengel (CVPR, 2022)

Active Learning by Feature Mixing. - Amin Parvaneh; Ehsan Abbasnejad; Damien Teney; Reza 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 (CVPR, 2022)

Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning. - Qingsen Yan; Dong Gong; Yuhang Liu 002; Anton van den Hengel; Javen Qinfeng Shi (CVPR, 2022)

PointInst3D: Segmenting 3D Instances by Points. - Tong He 001; Wei Yin 006; Chunhua Shen; Anton van den Hengel (ECCV (3), 2022)

Poseur: Direct Human Pose Regression with Transformers. - Weian Mao; Yongtao Ge; Chunhua Shen; Zhi Tian; Xinlong Wang; Zhibin Wang 004; Anton van den Hengel (ECCV (6), 2022)

ANDEA: Anomaly and Novelty Detection, Explanation, and Accommodation. - Guansong Pang; Jundong Li; Anton van den Hengel; Longbing Cao; Thomas G. Dietterich (KDD, 2022)

Deep Depression Prediction on Longitudinal Data via Joint Anomaly Ranking and Classification. - Guansong Pang; Ngoc Thien Anh Pham; Emma Baker; Rebecca Bentley; Anton van den Hengel (PAKDD (2), 2022)

ForeSI: Success-Aware Visual Navigation Agent. - Mohammad Mahdi Kazemi Moghaddam; Ehsan Abbasnejad; Qi Wu 001; Qinfeng (Javen) Shi; Anton van den Hengel (WACV, 2022)

Deep Graph-level Anomaly Detection by Glocal Knowledge Distillation. - Rongrong Ma; Guansong Pang; Ling Chen 006; Anton van den Hengel (WSDM, 2022)

The devil is in the labels: Semantic segmentation from sentences. - Wei Yin 006; Yifan Liu 001; Chunhua Shen; Anton van den Hengel; Baichuan Sun (CoRR, 2022)

Deep Learning for Hate Speech Detection: A Comparative Study. - Jitendra Singh Malik; Guansong Pang; Anton van den Hengel (CoRR, 2022)

PointInst3D: Segmenting 3D Instances by Points. - Tong He 001; Chunhua Shen; Anton van den Hengel (CoRR, 2022)

Confident Sinkhorn Allocation for Pseudo-Labeling. - Vu Nguyen; Sachin Farfade; Anton van den Hengel (CoRR, 2022)

EBMs vs. CL: Exploring Self-Supervised Visual Pretraining for Visual Question Answering. - Violetta Shevchenko; Ehsan Abbasnejad; Anthony R. Dick; Anton van den Hengel; Damien Teney (CoRR, 2022)

ClusTR: Exploring Efficient Self-attention via Clustering for Vision Transformers. - Yutong Xie 001; Jianpeng Zhang; Yong Xia 001; Anton van den Hengel; Qi Wu 001 (CoRR, 2022)

Weight-variant Latent Causal Models. - Yuhang Liu 002; Zhen Zhang 008; Dong Gong; Mingming Gong; Biwei Huang; Anton van den Hengel; Kun Zhang 001; Javen Qinfeng Shi (CoRR, 2022)

Understanding and Improving the Role of Projection Head in Self-Supervised Learning. - Kartik Gupta; Thalaiyasingam Ajanthan; Anton van den Hengel; Stephen Gould (CoRR, 2022)

Deep Learning for Anomaly Detection: A Review. - Guansong Pang; Chunhua Shen; Longbing Cao; Anton van den Hengel (ACM Comput. Surv., 2022)

Dual-Attention-Guided Network for Ghost-Free High Dynamic Range Imaging. - Qingsen Yan; Dong Gong; Qinfeng (Javen) Shi; Anton van den Hengel; Chunhua Shen; Ian D. Reid 001; Yanning Zhang 001 (Int. J. Comput. Vis., 2022)

Structured Multimodal Attentions for TextVQA. - Chenyu Gao; Qi Zhu; Peng Wang 015; Hui Li 031; Yuliang Liu; Anton van den Hengel; Qi Wu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Video super-resolution via mixed spatial-temporal convolution and selective fusion. - Wei Sun 036; Dong Gong; Javen Qinfeng Shi; Anton van den Hengel; Yanning Zhang 001 (Pattern Recognit., 2022)

High dynamic range imaging via gradient-aware context aggregation network. - Qingsen Yan; Dong Gong; Qinfeng (Javen) Shi; Anton van den Hengel; Jinqiu Sun; Yu Zhu 004; Yanning Zhang 001 (Pattern Recognit., 2022)

CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification. - 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 (IEEE J. Biomed. Health Informatics, 2022)

Show, Price and Negotiate: A Negotiator With Online Value Look-Ahead. - Amin Parvaneh; Ehsan Abbasnejad; Qi Wu 001; Qinfeng (Javen) Shi; Anton van den Hengel (IEEE Trans. Multim., 2022)

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

Knowledge Combination to Learn Rotated Detection without Rotated Annotation. - Tianyu Zhu 001; Bryce Ferenczi; Pulak Purkait; Tom Drummond; Hamid Rezatofighi; Anton van den Hengel (CVPR, 2023)

Domain Generalization via Rationale Invariance. - Liang Chen; Yong Zhang 034; Yibing Song; Anton van den Hengel; Lingqiao Liu (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 (ICCV, 2023)

Deep Weakly-supervised Anomaly Detection. - Guansong Pang; Chunhua Shen; Huidong Jin 001; Anton van den Hengel (KDD, 2023)

Distributionally Robust Bayesian Optimization with φ-divergences. - Hisham Husain; Vu Nguyen; 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 (NeurIPS, 2023)

BaLi-RF: Bandlimited Radiance Fields for Dynamic Scene Modeling. - Sameera Ramasinghe; Violetta Shevchenko; Gil Avraham; Anton van den Hengel (CoRR, 2023)

Adaptive Cross Batch Normalization for Metric Learning. - Thalaiyasingam Ajanthan; Matt Ma; Anton van den Hengel; Stephen Gould (CoRR, 2023)

Provably Efficient Bayesian Optimization with Unbiased Gaussian Process Hyperparameter Estimation. - Huong Ha 001; Vu Nguyen; Hongyu Zhang 002; Anton van den Hengel (CoRR, 2023)

Zero-shot Retrieval: Augmenting Pre-trained Models with Search Engines. - Hamed Damirchi; Cristian Rodriguez Opazo; Ehsan Abbasnejad; Damien Teney; Javen Qinfeng Shi; Stephen Gould; Anton van den Hengel (CoRR, 2023)

Weakly Supervised Video Individual CountingWeakly Supervised Video Individual Counting. - Xinyan Liu; Guorong Li; Yuankai Qi; Ziheng Yan; Zhenjun Han; Anton van den Hengel; Ming-Hsuan Yang 001; Qingming Huang (CoRR, 2023)

Unveiling Backbone Effects in CLIP: Exploring Representational Synergies and Variances. - Cristian Rodriguez Opazo; Edison Marrese-Taylor; Ehsan Abbasnejad; Hamed Damirchi; Ignacio M. De La Jara; Felipe Bravo-Marquez; Anton van den Hengel (CoRR, 2023)

Dynamic Convolution for 3D Point Cloud Instance Segmentation. - Tong He 001; Chunhua Shen; Anton van den Hengel (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

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

StyleDubber: Towards Multi-Scale Style Learning for Movie Dubbing. - Gaoxiang Cong 001; Yuankai Qi; Liang Li 003; Amin Beheshti; Zhedong Zhang; Anton van den Hengel; Ming-Hsuan Yang 001; Chenggang Yan 001; Qingming Huang (ACL (Findings), 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 001; Kevin Hung; David Ross; Anton van den Hengel; Johan W. Verjans; Zhibin Liao (CVPR, 2024)

Weakly Supervised Video Individual Counting. - Xinyan Liu; Guorong Li; Yuankai Qi; Ziheng Yan; Zhenjun Han; Anton van den Hengel; Ming-Hsuan Yang 001; Qingming Huang (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)

Identifiable Latent Polynomial Causal Models through the Lens of Change. - Yuhang Liu 002; Zhen Zhang 008; Dong Gong; Mingming Gong; Biwei Huang; Anton van den Hengel; Kun Zhang 001; 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 (ICLR, 2024)

AdaCBM: An Adaptive Concept Bottleneck Model for Explainable and Accurate Diagnosis. - Townim F. Chowdhury; Vu Minh Hieu Phan; Kewen Liao; Minh-Son To; Yutong Xie 001; Anton van den Hengel; Johan W. Verjans; Zhibin Liao (MICCAI (10), 2024)

From Speaker to Dubber: Movie Dubbing with Prosody and Duration Consistency Learning. - Zhedong Zhang; Liang Li 003; Gaoxiang Cong 001; Haibing Yin; Yuhan Gao; Chenggang Yan 001; Anton van den Hengel; Yuankai Qi (ACM Multimedia, 2024)

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

MARec: Metadata Alignment for cold-start Recommendation. - Julien Monteil; Volodymyr Vaskovych; Wentao Lu; Anirban Majumder; Anton van den Hengel (RecSys, 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 (WACV, 2024)

Source-Free Unsupervised Domain Adaptation with Hypothesis Consolidation of Prediction Rationale. - Yangyang Shu; Xiaofeng Cao; Qi Chen 014; Bowen Zhang 009; Ziqin Zhou; Anton van den Hengel; Lingqiao Liu (CoRR, 2024)

Revealing Multimodal Contrastive Representation Learning through Latent Partial Causal Models. - Yuhang Liu 002; Zhen Zhang 008; Dong Gong; Biwei Huang; Mingming Gong; Anton van den Hengel; Kun Zhang 001; Javen Qinfeng Shi (CoRR, 2024)

Premonition: Using Generative Models to Preempt Future Data Changes in Continual Learning. - Mark D. McDonnell; Dong Gong; Ehsan Abbasnejad; Anton van den Hengel (CoRR, 2024)

Identifiable Latent Neural Causal Models. - Yuhang Liu 002; Zhen Zhang 008; Dong Gong; Mingming Gong; Biwei Huang; Anton van den Hengel; Kun Zhang 001; Javen Qinfeng Shi (CoRR, 2024)

MuseBarControl: Enhancing Fine-Grained Control in Symbolic Music Generation through Pre-Training and Counterfactual Loss. - Yangyang Shu; Haiming Xu; Ziqin Zhou; Anton van den Hengel; Lingqiao Liu (CoRR, 2024)

Rethinking State Disentanglement in Causal Reinforcement Learning. - Haiyao Cao; Zhen Zhang 008; Panpan Cai; Yuhang Liu 002; Jinan Zou; Ehsan Abbasnejad; Biwei Huang; Mingming Gong; Anton van den Hengel; Javen Qinfeng Shi (CoRR, 2024)

A Survey of Medical Vision-and-Language Applications and Their Techniques. - Qi Chen 014; Ruoshan Zhao; Sinuo Wang; Vu Minh Hieu Phan; Anton van den Hengel; Johan Verjans; Zhibin Liao; Minh-Son To; Yong Xia 001; Jian Chen 011; Yutong Xie 001; Qi Wu 001 (CoRR, 2024)

InvariantStock: Learning Invariant Features for Mastering the Shifting Market. - Haiyao Cao; Jinan Zou; Yuhang Liu 002; Zhen Zhang 008; Ehsan Abbasnejad; Anton van den Hengel; Javen Qinfeng Shi (Trans. Mach. Learn. Res., 2024)

Scaling Up Multi-domain Semantic Segmentation with Sentence Embeddings. - Wei Yin 006; Yifan Liu 001; Chunhua Shen; Baichuan Sun; Anton van den Hengel (Int. J. Comput. Vis., 2024)

EmoDubber: Towards High Quality and Emotion Controllable Movie Dubbing. - Gaoxiang Cong 001; Jiadong Pan; Liang Li 003; Yuankai Qi; Yuxin Peng; Anton van den Hengel; Jian Yang 001; Qingming Huang (CVPR, 2025)

Open-World Objectness Modeling Unifies Novel Object Detection. - Shan Zhang 002; Yao Ni; Jinhao Du; Yuan Xue; Philip Torr 001; Piotr Koniusz; Anton van den Hengel (CVPR, 2025)

Medusa: A Multi-Scale High-order Contrastive Dual-Diffusion Approach for Multi-View Clustering. - Liang Chen; Zhe Xue; Yawen Li 001; Meiyu Liang; Yan Wang; Anton van den Hengel; Yuankai Qi (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 (CVPR, 2025)

Separation of Powers: On Segregating Knowledge from Observation in LLM-enabled Knowledge-based Visual Question Answering. - Zhen Yang; Zhuo Tao; Qi Chen 014; Liang Li 003; Yuankai Qi; Anton van den Hengel; Qingming Huang (CVPR, 2025)

Prosody-Enhanced Acoustic Pre-training and Acoustic-Disentangled Prosody Adapting for Movie Dubbing. - Zhedong Zhang; Liang Li 003; Chenggang Yan 001; Chunshan Liu; Anton van den Hengel; Yuankai Qi (CVPR, 2025)

Analytic DAG Constraints for Differentiable DAG Learning. - Zhen Zhang 008; Ignavier Ng; Dong Gong; Yuhang Liu 002; Mingming Gong; Biwei Huang; Kun Zhang 001; Anton van den Hengel; Javen Qinfeng Shi (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 (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 (ICLR, 2025)

Latent Covariate Shift: Unlocking Partial Identifiability for Multi-Source Domain Adaptation. - Yuhang Liu 002; Zhen Zhang 008; Dong Gong; Mingming Gong; Biwei Huang; Anton van den Hengel; Kun Zhang 001; Javen Qinfeng Shi (Trans. Mach. Learn. Res., 2025)

Seeing Beyond Labels: Source-Free Domain Adaptation via Hypothesis Consolidation of Prediction Rationale. - Yangyang Shu; Yuhang Liu 002; Xiaofeng Cao; Qi Chen 014; Bowen Zhang 009; Ziqin Zhou; Anton van den Hengel; Lingqiao Liu (Trans. Mach. Learn. Res., 2025)

Open Eyes, Then Reason: Fine-grained Visual Mathematical Understanding in MLLMs. - Shan Zhang 002; Aotian Chen; Yanpeng Sun; Jindong Gu; Yi-Yu Zheng; Piotr Koniusz; Kai Zou; Anton van den Hengel; Yuan Xue (CoRR, 2025)

Dual Prototype Contrastive Network for Generalized Zero-Shot Learning. - Huajie Jiang; Zhengxian Li; Yongli Hu; Baocai Yin; Jian Yang 001; Anton van den Hengel; Ming-Hsuan Yang 001; Yuankai Qi (IEEE Trans. Circuits Syst. Video Technol., 2025)

I Predict Therefore I Am: Is Next Token Prediction Enough to Learn Human-Interpretable Concepts from Data? - Yuhang Liu 002; Dong Gong; Erdun Gao; Zhen Zhang 008; Biwei Huang; Mingming Gong; Anton van den Hengel; Javen Qinfeng Shi (CoRR, 2025)

Frame-wise Conditioning Adaptation for Fine-Tuning Diffusion Models in Text-to-Video Prediction. - Zheyuan Liu 002; Junyan Wang; Zicheng Duan; Cristian Rodriguez Opazo; Anton van den Hengel (CoRR, 2025)

MATHGLANCE: Multimodal Large Language Models Do Not Know Where to Look in Mathematical Diagrams. - Yanpeng Sun; Shan Zhang 002; Wei Tang; Aotian Chen; Piotr Koniusz; Kai Zou; Yuan Xue; Anton van den Hengel (CoRR, 2025)

The Devil is in the Distributions: Explicit Modeling of Scene Content is Key in Zero-Shot Video Captioning. - Mingkai Tian; Guorong Li; Yuankai Qi; Amin Beheshti; Javen Qinfeng Shi; Anton van den Hengel; Qingming Huang (CoRR, 2025)

Negate or Embrace: On How Misalignment Shapes Multimodal Representation Learning. - Yichao Cai 001; Yuhang Liu 002; Erdun Gao; Tianjiao Jiang; Zhen Zhang 008; Anton van den Hengel; Javen Qinfeng Shi (CoRR, 2025)

ProgRoCC: A Progressive Approach to Rough Crowd Counting. - Shengqin Jiang; Linfei Li; Haokui Zhang; Qingshan Liu 001; Amin Beheshti; Jian Yang 001; Anton van den Hengel; Quan Z. Sheng; Yuankai Qi (CoRR, 2025)

FlowDubber: Movie Dubbing with LLM-based Semantic-aware Learning and Flow Matching based Voice Enhancing. - Gaoxiang Cong 001; Liang Li 003; Jiadong Pan; Zhedong Zhang; Amin Beheshti; Anton van den Hengel; Yuankai Qi; Qingming Huang (CoRR, 2025)

Learning to Reason and Navigate: Parameter Efficient Action Planning with Large Language Models. - Bahram Mohammadi; Ehsan Abbasnejad; Yuankai Qi; Qi Wu 001; Anton van den Hengel; Javen Qinfeng Shi (CoRR, 2025)

Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding. - Ta Duc Huy; Duy Anh Huynh; Yutong Xie 001; Yuankai Qi; Qi Chen 014; Phi Le Nguyen; Sen Kim Tran; Son Lam Phung; Anton van den Hengel; Zhibin Liao; Minh-Son To; Johan W. Verjans; et al. (CoRR, 2025)

Continual Learning on CLIP via Incremental Prompt Tuning with Intrinsic Textual Anchors. - Haodong Lu 002; Xinyu Zhang 017; Kristen Moore; Minhui Xue 001; Lina Yao 001; Anton van den Hengel; Dong Gong (CoRR, 2025)

Transformers Pretrained on Procedural Data Contain Modular Structures for Algorithmic Reasoning. - Zachary Shinnick; Liangze Jiang; Hemanth Saratchandran; Anton van den Hengel; Damien Teney (CoRR, 2025)

Let Your Video Listen to Your Music! - Xinyu Zhang 017; Dong Gong; Zicheng Duan; Anton van den Hengel; Lingqiao Liu (CoRR, 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 (CoRR, 2025)