Stuart Golodetz
7 papers · 2016–2022 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Computer Vision
(5)
Analysis
(5)
Machine Learning
(4)
Deep Learning
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Architectures
(2)
Core AI
(2)
Domain-Specific
(2)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
representation learning
(1)
feature learning
(1)
online learning
(1)
pose estimation
(1)
scene understanding
(1)
object detection
(1)
ridge regression
(1)
human pose estimation
(1)
object tracking
(1)
image denoising
(1)
mean-field approximation
(1)
real-time tracking
(1)
body part detection
(1)
visual tracking
(1)
denoising autoencoder
(1)
convolutional neural network
(1)
recurrent neural network
(1)
deep neural network
(1)
cross-entropy loss
(1)
focal loss
(1)
Papers
When the Sun Goes Down: Repairing Photometric Losses for All-Day Depth Estimation
CoRL 2022
Beyond Controlled Environments: 3D Camera Re-Localization in Changing Indoor Scenes
ECCV 2020
Calibrating Deep Neural Networks using Focal Loss
NeurIPS 2020
Deep Fully-Connected Part-Based Models for Human Pose Estimation
ACML 2018
On-The-Fly Adaptation of Regression Forests for Online Camera Relocalisation
CVPR 2017
Straight to Shapes: Real-Time Detection of Encoded Shapes
CVPR 2017
Staple: Complementary Learners for Real-Time Tracking
CVPR 2016