Simon Lucey

DARB-Splatting: Generalizing Splatting with Decaying Anisotropic Radial Basis Functions WACV 2026 SineLoRA∆: Sine-Activated Delta Compression AAAI 2026 RAT4D: Rig and Animate Objects without Surface Templates in 4D WACV 2026 3D Gaussian Point Encoders WACV 2026 Enhancing Transformers Through Conditioned Embedded Tokens ICCV 2025 Efficient Learning with Sine-Activated Low-Rank Matrices ICLR 2025 Preconditioners for the Stochastic Training of Neural Fields CVPR 2025 Region-Level Data Attribution for Text-to-Image Generative Models ICCV 2025 Always Skip Attention ICCV 2025 Weight Conditioning for Smooth Optimization of Neural Networks ECCV 2024 3D-LFM: Lifting Foundation Model CVPR 2024 SeMoLi: What Moves Together Belongs Together CVPR 2024 From Activation to Initialization: Scaling Insights for Optimizing Neural Fields CVPR 2024 Re-Evaluating LiDAR Scene Flow WACV 2024 A sampling theory perspective on activations for implicit neural representations ICML 2024 Invertible Neural Warp for NeRF ECCV 2024 A Learnable Radial Basis Positional Embedding for Coordinate-MLPs AAAI 2023 Fast Neural Scene Flow ICCV 2023 On skip connections and normalisation layers in deep optimisation NIPS 2023 Neural Radiance Field with LiDAR maps ICCV 2023 On Quantizing Implicit Neural Representations WACV 2023 Flow Supervision for Deformable NeRF CVPR 2023 How much does Initialization Affect Generalization? ICML 2023 Curvature-Aware Training for Coordinate Networks ICCV 2023 Neural Prior for Trajectory Estimation CVPR 2022 Enabling Equivariance for Arbitrary Lie Groups CVPR 2022 MBW: Multi-view Bootstrapping in the Wild NIPS 2022 Trading Positional Complexity vs Deepness in Coordinate Networks ECCV 2022 Beyond Periodicity: Towards a Unifying Framework for Activations in Coordinate-MLPs ECCV 2022 Gaussian Activated Neural Radiance Fields for High Fidelity Reconstruction & Pose Estimation ECCV 2022 On the Frequency-bias of Coordinate-MLPs NIPS 2022 Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions With Superior OOD Generalization CVPR 2022 Long-Term Visual Map Sparsification With Heterogeneous GNN CVPR 2022 Neural Scene Flow Prior NIPS 2021 BARF: Bundle-Adjusting Neural Radiance Fields ICCV 2021 Architectural Adversarial Robustness: The Case for Deep Pursuit CVPR 2021 PAUL: Procrustean Autoencoder for Unsupervised Lifting CVPR 2021 PointNetLK Revisited CVPR 2021 High Accuracy Face Geometry Capture using a Smartphone Video WACV 2020 Dataless Model Selection With the Deep Frame Potential CVPR 2020 When to Use Convolutional Neural Networks for Inverse Problems CVPR 2020 SDF-SRN: Learning Signed Distance 3D Object Reconstruction from Static Images NIPS 2020 Photometric Mesh Optimization for Video-Aligned 3D Object Reconstruction CVPR 2019 PointNetLK: Robust & Efficient Point Cloud Registration Using PointNet CVPR 2019 Argoverse: 3D Tracking and Forecasting With Rich Maps CVPR 2019 Distill Knowledge From NRSfM for Weakly Supervised 3D Pose Learning ICCV 2019 Deep Non-Rigid Structure From Motion ICCV 2019 Learning Depth From Monocular Videos Using Direct Methods CVPR 2018 ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing CVPR 2018 Deep Component Analysis via Alternating Direction Neural Networks ECCV 2018 Rethinking Reprojection: Closing the Loop for Pose-Aware Shape Reconstruction From a Single Image ICCV 2017 Learning Background-Aware Correlation Filters for Visual Tracking ICCV 2017 Need for Speed: A Benchmark for Higher Frame Rate Object Tracking ICCV 2017 Learning Policies for Adaptive Tracking With Deep Feature Cascades ICCV 2017 Using Locally Corresponding CAD Models for Dense 3D Reconstructions From a Single Image CVPR 2017 Inverse Compositional Spatial Transformer Networks CVPR 2017 Prior-Less Compressible Structure From Motion CVPR 2016 Dense Semantic Correspondence Where Every Pixel is a Classifier ICCV 2015 Correlation Filters With Limited Boundaries CVPR 2015 Complex Non-Rigid Motion 3D Reconstruction by Union of Subspaces CVPR 2014 Fast Convolutional Sparse Coding CVPR 2013 Multi-channel Correlation Filters ICCV 2013 Rank Minimization across Appearance and Shape for AAM Ensemble Fitting ICCV 2013