Jamie Shotton

22 papers · 2013–2024 · 4 venues · across top CS/AI venues

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Achievements

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🗺️ Taxonomy Completionist (44) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird

🌟 Keyword Trendsetter Combo (5) 🧬 Topic Evolution 🧭 Keyword Pioneer 🚀 Conference Pioneer 📈 Trend Setter 🗃️ Keyword Collector (105) ⚡ Prolific Year · Productive 🔥 Unstoppable · Bronze 🌈 Renaissance Researcher (5) 💎 Century Club · Bronze

Venues

CVPR (10) ICCV (6) ECCV (4) NeurIPS (2)

Top co-authors

Andrew Fitzgibbon (8) Shahram Izadi (7) Pushmeet Kohli (5) Jonathan Taylor (4) Sebastian Nowozin (4) Antonio Criminisi (4) Cem Keskin (4) Thomas J. Cashman (3) Stephan J. Garbin (3) Matthew Johnson (3)

Research topics

Computer Vision (16) Analysis (13) Machine Learning (11) Core Methods (7) Deep Learning (5) Artificial Intelligence (4) Application Areas (4) Core AI (4) Domain-Specific (3) Learning Types (3) Optimization & Theory (3) Processing (3) Reinforcement Learning (2) Robotics (2) Capabilities (2)

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 NeurIPS 2022 Fake It Till You Make It: Face Analysis in the Wild Using Synthetic Data Alone ICCV 2021 FastNeRF: High-Fidelity Neural Rendering at 200FPS ICCV 2021 Full-Body Motion From a Single Head-Mounted Device: Generating SMPL Poses From Partial Observations 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 DSAC - Differentiable RANSAC for Camera Localization CVPR 2017 PoseAgent: Budget-Constrained 6D Object Pose Estimation via Reinforcement Learning CVPR 2017 Fits Like a Glove: Rapid and Reliable Hand Shape Personalization CVPR 2016 Depth-Based Hand Pose Estimation: Data, Methods, and Challenges ICCV 2015 Exploiting Uncertainty in Regression Forests for Accurate Camera Relocalization CVPR 2015 Learning an Efficient Model of Hand Shape Variation From Depth Images CVPR 2015 Model-Based Tracking at 300Hz Using Raw Time-of-Flight Observations ICCV 2015 Opening the Black Box: Hierarchical Sampling Optimization for Estimating Human Hand Pose ICCV 2015 Filter Forests for Learning Data-Dependent Convolutional Kernels CVPR 2014 Multi-Output Learning for Camera Relocalization CVPR 2014 User-Specific Hand Modeling from Monocular Depth Sequences CVPR 2014 Decision Jungles: Compact and Rich Models for Classification NeurIPS 2013 GeoF: Geodesic Forests for Learning Coupled Predictors CVPR 2013 Scene Coordinate Regression Forests for Camera Relocalization in RGB-D Images CVPR 2013