S. Lucey

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S. Lucey, Simon Lucey
Publication record
207 papers · 16,704 citations · H-index 57

PAPERS

On progressive sharpening, flat minima and generalisation
20236 citationsauthor #3
Flow Supervision for Deformable NeRF
202349 citationsauthor #4
How much does Initialization Affect Generalization?
20237 citationsauthor #5
On the effectiveness of neural priors in modeling dynamical systems
20234 citationsauthor #4
Fast Neural Scene Flow
202341 citationsauthor #5
Curvature-Aware Training for Coordinate Networks
202310 citationsauthor #5
Re-Evaluating LiDAR Scene Flow
202317 citationsauthor #3
On Regularizing Coordinate-MLPs
20227 citationsauthor #3
Trading Positional Complexity vs. Deepness in Coordinate Networks
202223 citationsauthor #4
Neural Prior for Trajectory Estimation
202227 citationsauthor #4
Long-term Visual Map Sparsification with Heterogeneous GNN
20222 citationsauthor #6
MBW: Multi-view Bootstrapping in the Wild
20224 citationsauthor #6
On the Frequency-bias of Coordinate-MLPs
202219 citationsauthor #3
On skip connections and normalisation layers in deep optimisation
20225 citationsauthor #4
On Quantizing Implicit Neural Representations
202223 citationsauthor #4
How You Start Matters for Generalization
20228 citationsauthor #5
Gaussian Activated Neural Radiance Fields for High Fidelity Reconstruction and Pose Estimation
2022103 citationsauthor #4
Neural Scene Flow Prior
2021124 citationsauthor #3
Neural Trajectory Fields for Dynamic Novel View Synthesis
202188 citationsauthor #3
Enabling Equivariance for Arbitrary Lie Groups
202131 citationsauthor #3
Map Compressibility Assessment for LiDAR Registration
20216 citationsauthor #5
PAUL: Procrustean Autoencoder for Unsupervised Lifting
202111 citationsauthor #2
Rethinking Positional Encoding
202164 citationsauthor #3
Beyond Periodicity: Towards a Unifying Framework for Activations in Coordinate-MLPs
2021169 citationsauthor #2
PointNetLK Revisited
202176 citationsauthor #3
PointNetLK Revisited Supplementary Material
20210 citationsauthor #3
HyperMap: Compressed 3D Map for Monocular Camera Registration
202116 citationsauthor #4
On the Bias Against Inductive Biases
20212 citationsauthor #2
BARF: Bundle-Adjusting Neural Radiance Fields
2021846 citationsauthor #4
A Learnable Radial Basis Positional Embedding for Coordinate-MLPs
202111 citationsauthor #2
Reframing Neural Networks: Deep Structure in Overcomplete Representations
20216 citationsauthor #3
Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD Generalization
2021105 citationsauthor #3
High Fidelity 3D Reconstructions with Limited Physical Views
20214 citationsauthor #6
Scene Flow from Point Clouds with or without Learning
202074 citationsauthor #3
High Accuracy Face Geometry Capture using a Smartphone Video
20205 citationsauthor #3
Deep NRSfM++: Towards Unsupervised 2D-3D Lifting in the Wild
202010 citationsauthor #3
SDF-SRN: Learning Signed Distance 3D Object Reconstruction from Static Images
2020122 citationsauthor #3
When to Use Convolutional Neural Networks for Inverse Problems
20208 citationsauthor #2
Deep NRSfM++: Towards 3D Reconstruction in the Wild
202015 citationsauthor #3
Dataless Model Selection With the Deep Frame Potential
20206 citationsauthor #2
MaskNet: A Fully-Convolutional Network to Estimate Inlier Points
202035 citationsauthor #5
Deterministic PointNetLK for Generalized Registration
202010 citationsauthor #3
Architectural Adversarial Robustness: The Case for Deep Pursuit
202025 citationsauthor #3
Joint Pose and Shape Estimation of Vehicles from LiDAR Data
20206 citationsauthor #4
Argoverse: 3D Tracking and Forecasting With Rich Maps
20191,537 citationsauthor #9
Distill Knowledge From NRSfM for Weakly Supervised 3D Pose Learning
201952 citationsauthor #3
PointNetLK: Robust & Efficient Point Cloud Registration Using PointNet
2019867 citationsauthor #4
PCRNet: Point Cloud Registration Network using PointNet Encoding
2019276 citationsauthor #6
Deep Non-Rigid Structure From Motion
201972 citationsauthor #2
Localization using Pre-existing Satellite Imagery
20190 citationsauthor #2
Learning Unsupervised Multi-View Stereopsis via Robust Photometric Consistency
201988 citationsauthor #5
Photometric Mesh Optimization for Video-Aligned 3D Object Reconstruction
201966 citationsauthor #7
Lossy GIF Compression Using Deep Intrinsic Parameterization
20190 citationsauthor #2
GPS-Denied UAV Localization using Pre-existing Satellite Imagery
2019103 citationsauthor #2
Deep Non-Rigid Structure From Motion With Missing Data
201911 citationsauthor #2
Web Stereo Video Supervision for Depth Prediction from Dynamic Scenes
2019127 citationsauthor #2
One Framework to Register Them All: PointNet Encoding for Point Cloud Alignment
201914 citationsauthor #7
Deep Interpretable Non-Rigid Structure from Motion
20199 citationsauthor #2
Aligning Across Large Gaps in Time
20183 citationsauthor #2
Deep Convolutional Compressed Sensing for LiDAR Depth Completion
2018137 citationsauthor #3
How much data for facial action unit detection?
20180 citationsauthor #4
ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing
2018237 citationsauthor #5
Deep Component Analysis via Alternating Direction Neural Networks
201820 citationsauthor #3
Image2Mesh: A Learning Framework for Single Image 3D Reconstruction
2017137 citationsauthor #4
Semantic Photometric Bundle Adjustment on Natural Sequences
20176 citationsauthor #5
Using Locally Corresponding CAD Models for Dense 3D Reconstructions from a Single Image
201761 citationsauthor #3
Deep-LK for Efficient Adaptive Object Tracking
201743 citationsauthor #4
Need for Speed: A Benchmark for Higher Frame Rate Object Tracking
2017481 citationsauthor #5
Learning Background-Aware Correlation Filters for Visual Tracking
20171,118 citationsauthor #3
Proxy Templates for Inverse Compositional Photometric Bundle Adjustment
20173 citationsauthor #2
Compact Model Representation for 3D Reconstruction
201718 citationsauthor #6
Learning Depth from Monocular Videos Using Direct Methods
2017628 citationsauthor #4
Monocular Depth from Small Motion Video Accelerated
201710 citationsauthor #3
CNNs are Globally Optimal Given Multi-Layer Support
20170 citationsauthor #3
Using Synthetic Data to Improve Facial Expression Analysis with 3D Convolutional Networks
201765 citationsauthor #6
Learning Policies for Adaptive Tracking with Deep Feature Cascades
2017227 citationsauthor #2
Rethinking Reprojection: Closing the Loop for Pose-Aware Shape Reconstruction from a Single Image
201791 citationsauthor #4
From Affine Rank Minimization Solution to Sparse Modeling
20173 citationsauthor #5
Learning Efficient Point Cloud Generation for Dense 3D Object Reconstruction
2017453 citationsauthor #3
Object-Centric Photometric Bundle Adjustment with Deep Shape Prior
201718 citationsauthor #5
Direct Visual Odometry in Low Light Using Binary Descriptors
201777 citationsauthor #4
Take it in your stride: Do we need striding in CNNs?
201721 citationsauthor #2
Joint Max Margin and Semantic Features for Continuous Event Detection in Complex Scenes
20171 citationsauthor #5
Occlusions are Fleeting - Texture is Forever: Moving Past Brightness Constancy
20171 citationsauthor #3
Direct Visual Odometry using Bit-Planes
201618 citationsauthor #3
Bit-Planes: Dense Subpixel Alignment of Binary Descriptors
20169 citationsauthor #3
Fast, Dense Feature SDM on an iPhone
20162 citationsauthor #2
Prior-Less Compressible Structure from Motion
201652 citationsauthor #2
Structure from Category: A Generic and Prior-Less Approach
201622 citationsauthor #4
Photometric Bundle Adjustment for Vision-Based SLAM
201672 citationsauthor #3
Enhancing Direct Camera Tracking with Dense Feature Descriptors
20165 citationsauthor #3
The Conditional Lucas & Kanade Algorithm
201615 citationsauthor #3
Robust Tracking in Low Light and Sudden Illumination Changes
201637 citationsauthor #3
Real-Time and Robust Compressive Background Subtraction for Embedded Camera Networks
201639 citationsauthor #6
Inverse Compositional Spatial Transformer Networks
2016167 citationsauthor #2
In Defense of Gradient-Based Alignment on Densely Sampled Sparse Features
201612 citationsauthor #2
Prior-Less Compressible Structure from Motion : Supplementary Material
20160 citationsauthor #2
Complex Event Detection Using Joint Max Margin and Semantic Features
201612 citationsauthor #5
Dense Semantic Correspondence Where Every Pixel is a Classifier
201557 citationsauthor #3
How much training data for facial action unit detection?
201536 citationsauthor #4

TIMELINE

1999 10 citations

2000 31 citations

2001 25 citations

2002 82 citations

2003 70 citations

2004 254 citations

2005 74 citations

2006 179 citations

2007 206 citations

2008 499 citations

2009 798 citations

2010 1,095 citations

2011 1,153 citations

2012 921 citations

2013 686 citations

2014 679 citations

2015 217 citations

2016 462 citations

2017 3,462 citations

2018 397 citations

2019 3,222 citations

2020 316 citations

2021 1,559 citations

2022 221 citations

2023 134 citations

Unknown 0 citations

S. Lucey

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PAPERS

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