Jamie Shotton
22 papers · 2013–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🏃 Academic Marathon (11) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13)
🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🏃
Academic Marathon
(11)
🌟
Keyword Trendsetter Combo
(3)
🧬
Topic Evolution
🔥
Unstoppable
(5)
🚀
Conference Pioneer
📈
Trend Setter
💎
Century Club
(22)
⚡
Prolific Year
(5)
🗃️
Keyword Collector
(103)
Conferences
CVPR (10)
ICCV (6)
ECCV (4)
NIPS (2)
Top co-authors
Keywords
hand pose estimation
(3)
regression forest
(3)
camera relocalization
(3)
pose estimation
(3)
3d reconstruction
(2)
depth image
(2)
decision forest
(2)
semantic segmentation
(2)
model-based tracking
(2)
depth sensor
(2)
reinforcement learning
(2)
subdivision surface
(2)
hand tracking
(2)
gradient-based optimization
(1)
face analysis
(1)
non-convex optimization
(1)
structured prediction
(1)
computer vision
(1)
robust optimization
(1)
ensemble learning
(1)
Papers
LingoQA: Video Question Answering for Autonomous Driving
ECCV 2024
Model-Based Imitation Learning for Urban Driving
NIPS 2022
Fake It Till You Make It: Face Analysis in the Wild Using Synthetic Data Alone
ICCV 2021
Full-Body Motion From a Single Head-Mounted Device: Generating SMPL Poses From Partial Observations
ICCV 2021
FastNeRF: High-Fidelity Neural Rendering at 200FPS
ICCV 2021
CONFIG: Controllable Neural Face Image Generation
ECCV 2020
High Resolution Zero-Shot Domain Adaptation of Synthetically Rendered Face Images
ECCV 2020
The Phong Surface: Efficient 3D Model Fitting using Lifted Optimization
ECCV 2020
PoseAgent: Budget-Constrained 6D Object Pose Estimation via Reinforcement Learning
CVPR 2017
DSAC - Differentiable RANSAC for Camera Localization
CVPR 2017
Fits Like a Glove: Rapid and Reliable Hand Shape Personalization
CVPR 2016
Exploiting Uncertainty in Regression Forests for Accurate Camera Relocalization
CVPR 2015
Learning an Efficient Model of Hand Shape Variation From Depth Images
CVPR 2015
Depth-Based Hand Pose Estimation: Data, Methods, and Challenges
ICCV 2015
Opening the Black Box: Hierarchical Sampling Optimization for Estimating Human Hand Pose
ICCV 2015
Model-Based Tracking at 300Hz Using Raw Time-of-Flight Observations
ICCV 2015
User-Specific Hand Modeling from Monocular Depth Sequences
CVPR 2014
Filter Forests for Learning Data-Dependent Convolutional Kernels
CVPR 2014
Multi-Output Learning for Camera Relocalization
CVPR 2014
GeoF: Geodesic Forests for Learning Coupled Predictors
CVPR 2013
Scene Coordinate Regression Forests for Camera Relocalization in RGB-D Images
CVPR 2013
Decision Jungles: Compact and Rich Models for Classification
NIPS 2013