| 2026 | AAAI | SineLoRA∆: Sine-Activated Delta Compression. | Cameron Gordon, Yiping Ji, Hemanth Saratchandran, Paul Albert, Simon Lucey |
| 2026 | WACV | RAT4D: Rig and Animate Objects without Surface Templates in 4D. | Mosam Dabhi, Simon Lucey, Lszl A. Jeni |
| 2026 | WACV | 3D Gaussian Point Encoders. | Jim James, Benjamin Wilson, Simon Lucey, James Hays |
| 2026 | WACV | DARB-Splatting: Generalizing Splatting with Decaying Anisotropic Radial Basis Functions. | Hashiru Pramuditha, Vinasirajan Viruthshaan, Vishagar Arunan, Saeedha Nazar, Sameera Ramasinghe, Simon Lucey, Ranga Rodrigo |
| 2025 | CVPR | Rethinking the Role of Spatial Mixing. | George Cazenavette, Joel Julin, Simon Lucey |
| 2025 | CVPR | Preconditioners for the Stochastic Training of Neural Fields. | Shin-Fang Ch'ng, Hemanth Saratchandran, Simon Lucey |
| 2025 | ICCV | Always Skip Attention. | Yiping Ji, Hemanth Saratchandran, Peyman Moghadam, Simon Lucey |
| 2025 | ICCV | Region-Level Data Attribution for Text-To-Image Generative Models. | Trong Bang Nguyen, Phi Le Nguyen, Simon Lucey, Minh Hoai |
| 2025 | ICCV | Enhancing Transformers Through Conditioned Embedded Tokens. | Hemanth Saratchandran, Simon Lucey |
| 2025 | ICLR | Efficient Learning with Sine-Activated Low-Rank Matrices. | Yiping Ji, Hemanth Saratchandran, Cameron Gordon, Zeyu Zhang, Simon Lucey |
| 2024 | ACCV | Direct Alignment for Robust NeRF Learning. | Ravi Garg, Shin-Fang Ch'ng, Simon Lucey |
| 2024 | ACCV | D'OH: Decoder-Only Random Hypernetworks for Implicit Neural Representations. | Cameron Gordon, Lachlan E. MacDonald, Hemanth Saratchandran, Simon Lucey |
| 2024 | CVPR | 3D-LFM: Lifting Foundation Model. | Mosam Dabhi, Lszl A. Jeni, Simon Lucey |
| 2024 | CVPR | From Activation to Initialization: Scaling Insights for Optimizing Neural Fields. | Hemanth Saratchandran, Sameera Ramasinghe, Simon Lucey |
| 2024 | CVPR | SeMoLi: What Moves Together Belongs Together. | Jenny Seidenschwarz, Aljosa Osep, Francesco Ferroni, Simon Lucey, Laura Leal-Taix |
| 2024 | ECCV | Invertible Neural Warp for NeRF. | Shin-Fang Ch'ng, Ravi Garg, Hemanth Saratchandran, Simon Lucey |
| 2024 | ECCV | Weight Conditioning for Smooth Optimization of Neural Networks. | Hemanth Saratchandran, Thomas X. Wang, Simon Lucey |
| 2024 | ICML | A sampling theory perspective on activations for implicit neural representations. | Hemanth Saratchandran, Sameera Ramasinghe, Violetta Shevchenko, Alexander Long, Simon Lucey |
| 2024 | WACV | Re-Evaluating LiDAR Scene Flow. | Nathaniel Chodosh, Deva Ramanan, Simon Lucey |
| 2023 | AAAI | A Learnable Radial Basis Positional Embedding for Coordinate-MLPs. | Sameera Ramasinghe, Simon Lucey |
| 2023 | CVPR | Flow Supervision for Deformable NeRF. | Chaoyang Wang, Lachlan Ewen MacDonald, Lszl A. Jeni, Simon Lucey |
| 2023 | ICCV | Neural Radiance Fields with LiDAR Maps. | Ming-Fang Chang, Akash Sharma, Michael Kaess, Simon Lucey |
| 2023 | ICCV | Fast Neural Scene Flow. | Xueqian Li, Jianqiao Zheng, Francesco Ferroni, Jhony Kaesemodel Pontes, Simon Lucey |
| 2023 | ICCV | Curvature-Aware Training for Coordinate Networks. | Hemanth Saratchandran, Shin-Fang Ch'ng, Sameera Ramasinghe, Lachlan E. MacDonald, Simon Lucey |
| 2023 | ICML | How much does Initialization Affect Generalization? | Sameera Ramasinghe, Lachlan Ewen MacDonald, Moshiur R. Farazi, Hemanth Saratchandran, Simon Lucey |
| 2023 | WACV | On Quantizing Implicit Neural Representations. | Cameron Gordon, Shin-Fang Ch'ng, Lachlan E. MacDonald, Simon Lucey |
| 2022 | CVPR | Long-term Visual Map Sparsification with Heterogeneous GNN. | Ming-Fang Chang, Yipu Zhao, Rajvi Shah, Jakob J. Engel, Michael Kaess, Simon Lucey |
| 2022 | CVPR | Enabling Equivariance for Arbitrary Lie Groups. | Lachlan E. MacDonald, Sameera Ramasinghe, Simon Lucey |
| 2022 | CVPR | 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 |
| 2022 | CVPR | Neural Prior for Trajectory Estimation. | Chaoyang Wang, Xueqian Li, Jhony Kaesemodel Pontes, Simon Lucey |
| 2022 | ECCV | Gaussian Activated Neural Radiance Fields for High Fidelity Reconstruction and Pose Estimation. | Shin-Fang Ch'ng, Sameera Ramasinghe, Jamie Sherrah, Simon Lucey |
| 2022 | ECCV | Beyond Periodicity: Towards a Unifying Framework for Activations in Coordinate-MLPs. | Sameera Ramasinghe, Simon Lucey |
| 2022 | ECCV | Trading Positional Complexity vs Deepness in Coordinate Networks. | Jianqiao Zheng, Sameera Ramasinghe, Xueqian Li, Simon Lucey |
| 2021 | CVPR | Architectural Adversarial Robustness: The Case for Deep Pursuit. | George Cazenavette, Calvin Murdock, Simon Lucey |
| 2021 | CVPR | PointNetLK Revisited. | Xueqian Li, Jhony Kaesemodel Pontes, Simon Lucey |
| 2021 | CVPR | PAUL: Procrustean Autoencoder for Unsupervised Lifting. | Chaoyang Wang, Simon Lucey |
| 2021 | ICCV | BARF: Bundle-Adjusting Neural Radiance Fields. | Chen-Hsuan Lin, Wei-Chiu Ma, Antonio Torralba, Simon Lucey |
| 2021 | ICRA | HyperMap: Compressed 3D Map for Monocular Camera Registration. | Ming-Fang Chang, Joshua G. Mangelson, Michael Kaess, Simon Lucey |
| 2021 | IROS | Map Compressibility Assessment for LiDAR Registration. | Ming-Fang Chang, Wei Dong, Joshua G. Mangelson, Michael Kaess, Simon Lucey |
| 2020 | CVPR | When to Use Convolutional Neural Networks for Inverse Problems. | Nathaniel Chodosh, Simon Lucey |
| 2020 | CVPR | Dataless Model Selection With the Deep Frame Potential. | Calvin Murdock, Simon Lucey |
| 2020 | WACV | High Accuracy Face Geometry Capture using a Smartphone Video. | Shubham Agrawal, Anuj Pahuja, Simon Lucey |
| 2019 | CVPR | PointNetLK: Robust & Efficient Point Cloud Registration Using PointNet. | Yasuhiro Aoki, Hunter Goforth, Rangaprasad Arun Srivatsan, Simon Lucey |
| 2019 | CVPR | Argoverse: 3D Tracking and Forecasting With Rich Maps. | Ming-Fang Chang, John Lambert, Patsorn Sangkloy, Jagjeet Singh, Slawomir Bak, Andrew Hartnett, De Wang, Peter Carr, Simon Lucey, Deva Ramanan, James Hays |
| 2019 | CVPR | Photometric Mesh Optimization for Video-Aligned 3D Object Reconstruction. | Chen-Hsuan Lin, Oliver Wang, Bryan C. Russell, Eli Shechtman, Vladimir G. Kim, Matthew Fisher, Simon Lucey |
| 2019 | ICCV | Deep Non-Rigid Structure From Motion. | Chen Kong, Simon Lucey |
| 2019 | ICCV | Distill Knowledge From NRSfM for Weakly Supervised 3D Pose Learning. | Chaoyang Wang, Chen Kong, Simon Lucey |
| 2019 | ICRA | GPS-Denied UAV Localization using Pre-existing Satellite Imagery. | Hunter Goforth, Simon Lucey |
| 2018 | AAAI | Learning Efficient Point Cloud Generation for Dense 3D Object Reconstruction. | Chen-Hsuan Lin, Chen Kong, Simon Lucey |
| 2018 | ACCV | Deep Convolutional Compressed Sensing for LiDAR Depth Completion. | Nathaniel Chodosh, Chaoyang Wang, Simon Lucey |
| 2018 | ACCV | Image2Mesh: A Learning Framework for Single Image 3D Reconstruction. | Jhony K. Pontes, Chen Kong, Sridha Sridharan, Simon Lucey, Anders P. Eriksson, Clinton Fookes |
| 2018 | CVPR | ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing. | Chen-Hsuan Lin, Ersin Yumer, Oliver Wang, Eli Shechtman, Simon Lucey |
| 2018 | CVPR | Learning Depth From Monocular Videos Using Direct Methods. | Chaoyang Wang, Jos Miguel Buenaposada, Rui Zhu, Simon Lucey |
| 2018 | ECCV | Deep Component Analysis via Alternating Direction Neural Networks. | Calvin Murdock, Ming-Fang Chang, Simon Lucey |
| 2018 | ICRA | Deep-LK for Efficient Adaptive Object Tracking. | Chaoyang Wang, Hamed Kiani Galoogahi, Chen-Hsuan Lin, Simon Lucey |
| 2018 | WACV | Object-Centric Photometric Bundle Adjustment with Deep Shape Prior. | Rui Zhu, Chaoyang Wang, Chen-Hsuan Lin, Ziyan Wang, Simon Lucey |
| 2017 | CVPR | Using Locally Corresponding CAD Models for Dense 3D Reconstructions from a Single Image. | Chen Kong, Chen-Hsuan Lin, Simon Lucey |
| 2017 | CVPR | Inverse Compositional Spatial Transformer Networks. | Chen-Hsuan Lin, Simon Lucey |
| 2017 | ICCV | Need for Speed: A Benchmark for Higher Frame Rate Object Tracking. | Hamed Kiani Galoogahi, Ashton Fagg, Chen Huang, Deva Ramanan, Simon Lucey |
| 2017 | ICCV | Learning Background-Aware Correlation Filters for Visual Tracking. | Hamed Kiani Galoogahi, Ashton Fagg, Simon Lucey |
| 2017 | ICCV | Learning Policies for Adaptive Tracking with Deep Feature Cascades. | Chen Huang, Simon Lucey, Deva Ramanan |
| 2017 | ICCV | Rethinking Reprojection: Closing the Loop for Pose-Aware Shape Reconstruction from a Single Image. | Rui Zhu, Hamed Kiani Galoogahi, Chaoyang Wang, Simon Lucey |
| 2017 | WACV | From Affine Rank Minimization Solution to Sparse Modeling. | Iman Abbasnejad, Sridha Sridharan, Simon Denman, Clinton Fookes, Simon Lucey |
| 2017 | WACV | Occlusions are Fleeting - Texture is Forever: Moving Past Brightness Constancy. | Christopher C. W. Ham, Surya P. N. Singh, Simon Lucey |
| 2016 | ACCV | Photometric Bundle Adjustment for Vision-Based SLAM. | Hatem Alismail, Brett Browning, Simon Lucey |
| 2016 | ACCV | Enhancing Direct Camera Tracking with Dense Feature Descriptors. | Hatem Alismail, Brett Browning, Simon Lucey |
| 2016 | CVPR | Prior-Less Compressible Structure from Motion. | Chen Kong, Simon Lucey |
| 2016 | DICTA | Complex Event Detection Using Joint Max Margin and Semantic Features. | Iman Abbasnejad, Sridha Sridharan, Simon Denman, Clinton Fookes, Simon Lucey |
| 2016 | ECCV | The Conditional Lucas & Kanade Algorithm. | Chen-Hsuan Lin, Rui Zhu, Simon Lucey |
| 2015 | CVPR | Correlation filters with limited boundaries. | Hamed Kiani Galoogahi, Terence Sim, Simon Lucey |
| 2015 | DICTA | Learning Temporal Alignment Uncertainty for Efficient Event Detection. | Iman Abbasnejad, Sridha Sridharan, Simon Denman, Clinton Fookes, Simon Lucey |
| 2015 | DICTA | Closed-Form Solutions for Low-Rank Non-Rigid Reconstruction. | Jack Valmadre, Sridha Sridharan, Simon Denman, Clinton Fookes, Simon Lucey |
| 2015 | ICCV | Dense Semantic Correspondence Where Every Pixel is a Classifier. | Hilton Bristow, Jack Valmadre, Simon Lucey |
| 2014 | ACCV | Unsupervised Temporal Ensemble Alignment for Rapid Annotation. | Ashton Fagg, Sridha Sridharan, Simon Lucey |
| 2014 | ACCV | Learning Detectors Quickly with Stationary Statistics. | Jack Valmadre, Sridha Sridharan, Simon Lucey |
| 2014 | CVPR | Complex Non-rigid Motion 3D Reconstruction by Union of Subspaces. | Yingying Zhu, Dong Huang, Fernando De la Torre, Simon Lucey |
| 2014 | ECCV | Hand Waving Away Scale. | Christopher C. W. Ham, Simon Lucey, Surya P. N. Singh |
| 2014 | ICIP | Multi-channel correlation filters for human action recognition. | Hamed Kiani Galoogahi, Terence Sim, Simon Lucey |
| 2013 | CVPR | Fast Convolutional Sparse Coding. | Hilton Bristow, Anders P. Eriksson, Simon Lucey |
| 2013 | ICCV | Rank Minimization across Appearance and Shape for AAM Ensemble Fitting. | Xin Cheng, Sridha Sridharan, Jason Saraghi, Simon Lucey |
| 2013 | ICCV | Multi-channel Correlation Filters. | Hamed Kiani Galoogahi, Terence Sim, Simon Lucey |
| 2012 | CVPR | Improved facial expression recognition via uni-hyperplane classification. | Sien W. Chew, Simon Lucey, Patrick Lucey, Sridha Sridharan, Jeff F. Conn |
| 2012 | CVPR | General trajectory prior for Non-Rigid reconstruction. | Jack Valmadre, Simon Lucey |
| 2012 | ECCV | V1-Inspired Features Induce a Weighted Margin in SVMs. | Hilton Bristow, Simon Lucey |
| 2012 | ECCV | Anchored Deformable Face Ensemble Alignment. | Xin Cheng, Sridha Sridharan, Jason Saraghi, Simon Lucey |
| 2012 | ECCV | Efficient Articulated Trajectory Reconstruction Using Dynamic Programming and Filters. | Jack Valmadre, Yingying Zhu, Sridha Sridharan, Simon Lucey |
| 2012 | ICPR | Camera-less articulated trajectory reconstruction. | Yingying Zhu, Jack Valmadre, Simon Lucey |
| 2011 | CVPR | 3D motion reconstruction for real-world camera motion. | Yingying Zhu, Mark Cox, Simon Lucey |
| 2011 | DICTA | Graph Rigidity for Near-Coplanar Structure from Motion. | Jack Valmadre, Ben Upcroft, Sridha Sridharan, Simon Lucey |
| 2011 | ICCV | Fourier Active Appearance Models. | Rajitha Navarathna, Sridha Sridharan, Simon Lucey |
| 2011 | PSIVT | Sparse Temporal Representations for Facial Expression Recognition. | Sien W. Chew, Rajib Rana, Patrick Lucey, Simon Lucey, Sridha Sridharan |
| 2010 | CVPR | Fast image alignment in the Fourier domain. | Ahmed Bilal Ashraf, Simon Lucey, Tsuhan Chen |
| 2010 | DICTA | Non-rigid Face Tracking Using Short Track-Life Features. | Simon Lucey, Jun-Su Jang |
| 2010 | DICTA | Registration Invariant Representations for Expression Detection. | Patrick Lucey, Simon Lucey, Jeffrey F. Cohn |
| 2010 | ECCV | Deterministic 3D Human Pose Estimation Using Rigid Structure. | Jack Valmadre, Simon Lucey |
| 2010 | ICPR | Are Correlation Filters Useful for Human Action Recognition? | Saad Ali, Simon Lucey |
| 2009 | ACII | Automatically detecting pain using facial actions. | Patrick Lucey, Jeffrey F. Cohn, Simon Lucey, Iain A. Matthews, Sridha Sridharan, Kenneth M. Prkachin |
| 2009 | CVPR | Automatically detecting action units from faces of pain: Comparing shape and appearance features. | Patrick Lucey, Jeffrey F. Cohn, Simon Lucey, Sridha Sridharan, Kenneth M. Prkachin |
| 2009 | ICCV | Least-squares congealing for large numbers of images. | Mark Cox, Sridha Sridharan, Simon Lucey, Jeffrey F. Cohn |
| 2009 | ICCV | Face alignment through subspace constrained mean-shifts. | Jason M. Saragih, Simon Lucey, Jeffrey F. Cohn |
| 2009 | ICCV | Deformable model fitting with a mixture of local experts. | Jason M. Saragih, Simon Lucey, Jeffrey F. Cohn |
| 2008 | CVPR | Learning patch correspondences for improved viewpoint invariant face recognition. | Ahmed Bilal Ashraf, Simon Lucey, Tsuhan Chen |
| 2008 | CVPR | Least squares congealing for unsupervised alignment of images. | Mark Cox, Sridha Sridharan, Simon Lucey, Jeffrey F. Cohn |
| 2008 | CVPR | Enforcing non-positive weights for stable support vector tracking. | Simon Lucey |
| 2008 | CVPR | Enforcing convexity for improved alignment with constrained local models. | Yang Wang, Simon Lucey, Jeffrey F. Cohn |
| 2008 | MMSP | Comparing object alignment algorithms with appearance variation: Forward-additive vs inverse-composition. | Patrick Lucey, Simon Lucey, Mark Cox, Sridha Sridharan, Jeffrey F. Cohn |
| 2007 | ICCV | Non-Rigid Object Alignment with a Mismatch Template Based on Exhaustive Local Search. | Yang Wang, Simon Lucey, Jeffrey F. Cohn |
| 2007 | ICMI | The painful face: pain expression recognition using active appearance models. | Ahmed Bilal Ashraf, Simon Lucey, Jeffrey F. Cohn, Tsuhan Chen, Zara Ambadar, Kenneth M. Prkachin, Patty Solomon, Barry-John Theobald |
| 2006 | CVPR | Learning Patch Dependencies for Improved Pose Mismatched Face Verification. | Simon Lucey, Tsuhan Chen |
| 2005 | BMVC | Using Overlapping Distributions to Deal with Face Pose Mismatch. | Simon Lucey, Tsuhan Chen |
| 2005 | DICTA | Using a Free-Parts Representation for Visual Speech Recognition. | Patrick Lucey, Simon Lucey, Sridha Sridharan |
| 2004 | CVPR | The Symbiotic Relationship of Parts and Monolithic Face Representations in Verification. | Simon Lucey |
| 2004 | CVPR | A GMM Parts Based Face Representation for Improved Verification through Relevance Adaptation. | Simon Lucey, Tsuhan Chen |
| 2004 | ICPR | Face Authentication Test on the BANCA Database. | Kieron Messer, Josef Kittler, Mohammad Sadeghi, Miroslav Hamouz, Alexey Kostin, Fabien Cardinaux, Sbastien Marcel, Samy Bengio, Conrad Sanderson, Jacek Czyz, Luc Vandendorpe, Chris McCool, Scott Lowther, Sridha Sridharan, Vinod Chandran, Roberto Paredes Palacios, Enrique Vidal, Li Bai, LinLin Shen, Yan Wang, Yueh-Hsuan Chiang, Hsien-Chang Liu, Yi-Ping Hung, Alexander Heinrichs, Marco K. Mller, Andreas Tewes, Christoph von der Malsburg, Rolf P. Wrtz, Zhenger Wang, Feng Xue, Yong Ma, Qiong Yang, Chi Fang, Xiaoqing Ding, Simon Lucey, Ralph Goss, Henry Schneiderman, Norman Poh, Yann Rodriguez |
| 2003 | Interspeech | Improved speaker verification through probabilistic subspace adaptation. | Simon Lucey, Tsuhan Chen |
| 2002 | Interspeech | A link between cepstral shrinking and the weighted product rule in audio-visual speech recognition. | Simon Lucey, Sridha Sridharan, Vinod Chandran |
| 2001 | ICIP | A suitability metric for mouth tracking through chromatic segmentation. | Simon Lucey, Sridha Sridharan, Vinod Chandran |
| 2001 | Interspeech | An investigation of HMM classifier combination strategies for improved audio-visual speech recognition. | Simon Lucey, Sridha Sridharan, Vinod Chandran |
| 2000 | ICPR | Initialized Eigenlip Estimator for Fast Lip Tracking Using Linear Regression. | Simon Lucey, Sridha Sridharan, Vinod Chandran |