Stephen Tyree
13 papers · 2012–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (12) π§ Keyword Pioneer π Academic Marathon (13) π Conference Polyglot (5) π Renaissance Researcher (5)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(34)
π
Keyword Champion
(2)
π§¬
Topic Evolution
π
Century Club
(13)
π
Trend Setter
π₯
Unstoppable
(8)
ποΈ
Keyword Collector
(82)
π
Conference Pioneer
Conferences
CVPR (5)
ICML (3)
CORL (2)
NIPS (2)
ICCV (1)
Top co-authors
Research topics
Keywords
pose estimation
(2)
nearest neighbor classification
(2)
model compression
(2)
neural network pruning
(1)
metric learning
(1)
semi-supervised learning
(1)
3d reconstruction
(1)
manifold learning
(1)
gradient boosting
(1)
scalable learning
(1)
egocentric vision
(1)
policy learning
(1)
3d scene understanding
(1)
multitask learning
(1)
nearest neighbor
(1)
gaussian process
(1)
label noise
(1)
exact inference
(1)
multi-task learning
(1)
representation learning
(1)
Papers
RoboSpatial: Teaching Spatial Understanding to 2D and 3D Vision-Language Models for Robotics
CVPR 2025
BundleSDF: Neural 6-DoF Tracking and 3D Reconstruction of Unknown Objects
CVPR 2023
Neural Geometric Fabrics: Efficiently Learning High-Dimensional Policies from Demonstration
CORL 2022
MegaPose: 6D Pose Estimation of Novel Objects via Render & Compare
CORL 2022
Exact Gaussian Processes on a Million Data Points
NIPS 2019
Importance Estimation for Neural Network Pruning
CVPR 2019
Improving Landmark Localization With Semi-Supervised Learning
CVPR 2018
A Lightweight Approach for On-The-Fly Reflectance Estimation
ICCV 2017
Online Detection and Classification of Dynamic Hand Gestures With Recurrent 3D Convolutional Neural Network
CVPR 2016
Compressing Neural Networks with the Hashing Trick
ICML 2015
Stochastic Neighbor Compression
ICML 2014
Learning with Marginalized Corrupted Features
ICML 2013
Non-linear Metric Learning
NIPS 2012