Richard Hartley

GeoWorld: Geometric World Models CVPR 2026 Probability Density Geodesics in Image Diffusion Latent Space CVPR 2025 Adversarial Purification with the Manifold Hypothesis AAAI 2024 IMPUS: Image Morphing with Perceptually-Uniform Sampling Using Diffusion Models ICLR 2024 LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network CVPR 2024 Motion Mamba: Efficient and Long Sequence Motion Generation ECCV 2024 Neural SDF Flow for 3D Reconstruction of Dynamic Scenes ICLR 2024 ERA: Enhanced Rational Activations ECCV 2022 Few-Shot Weakly-Supervised Object Detection via Directional Statistics WACV 2022 Manifold Learning Benefits GANs CVPR 2022 Calibration of Neural Networks using Splines ICLR 2021 Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration CVPR 2021 Learning Optical Flow From a Few Matches CVPR 2021 Learning To Estimate Hidden Motions With Global Motion Aggregation ICCV 2021 EpO-Net: Exploiting Geometric Constraints on Dense Trajectories for Motion Saliency WACV 2020 Fast Postprocessing for Difficult Discrete Energy Minimization Problems WACV 2020 Intra Order-preserving Functions for Calibration of Multi-Class Neural Networks NeurIPS 2020 Pairwise Similarity Knowledge Transfer for Weakly Supervised Object Localization ECCV 2020 Single Image Optical Flow Estimation With an Event Camera CVPR 2020 Bringing a Blurry Frame Alive at High Frame-Rate With an Event Camera CVPR 2019 Learning to Find Common Objects Across Few Image Collections ICCV 2019 Phase-Only Image Based Kernel Estimation for Single Image Blind Deblurring CVPR 2019 Proximal Mean-Field for Neural Network Quantization ICCV 2019 Siamese Networks: The Tale of Two Manifolds ICCV 2019 Action Anticipation with RBF Kernelized Feature Mapping RNN ECCV 2018 Deep Unsupervised Saliency Detection: A Multiple Noisy Labeling Perspective CVPR 2018 Face Super-resolution Guided by Facial Component Heatmaps ECCV 2018 Non-Linear Temporal Subspace Representations for Activity Recognition CVPR 2018 Super-Resolving Very Low-Resolution Face Images With Supplementary Attributes CVPR 2018 Joint Dimensionality Reduction and Metric Learning: A Geometric Take ICML 2017 Memory Efficient Max Flow for Multi-Label Submodular MRFs CVPR 2016 A Linear Least-Squares Solution to Elastic Shape-From-Template CVPR 2015 Iteratively Reweighted Graph Cut for Multi-Label MRFs With Non-Convex Priors CVPR 2015 On Projective Reconstruction In Arbitrary Dimensions CVPR 2014 Optimizing Over Radial Kernels on Compact Manifolds CVPR 2014 Kernel Methods on the Riemannian Manifold of Symmetric Positive Definite Matrices CVPR 2013 Mirror Surface Reconstruction from a Single Image CVPR 2013 Monocular Template-Based 3D Reconstruction of Extensible Surfaces with Local Linear Elasticity CVPR 2013