Sebastian Thrun
17 papers · 2000–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (26) π Conference Polyglot Β· Silver π Academic Marathon Β· Ultra π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Topic Pioneer
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The Namer
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Keyword Trendsetter Combo
(3)
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Grand Slam
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Topic Evolution
π§
Keyword Pioneer
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Renaissance Researcher
(5)
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Century Club Β· Bronze
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Keyword Collector
(68)
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Trend Setter
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Conference Pioneer
Top co-authors
Research topics
Machine Learning
(10)
Artificial Intelligence
(6)
Optimization & Theory
(6)
Computer Vision
(5)
Analysis
(4)
Core Methods
(4)
Bayesian & Probabilistic
(3)
Mathematics & Optimization
(2)
Core AI
(2)
Learning Paradigms
(2)
Learning Types
(2)
Optimization
(2)
Processing
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Keywords
object tracking
(3)
multi-armed bandit
(3)
sample complexity
(2)
sensor calibration
(2)
decision tree
(2)
posterior distribution
(2)
randomized algorithm
(2)
k-medoids clustering
(2)
scene understanding
(1)
image compression
(1)
bayesian inference
(1)
semi-supervised learning
(1)
sensor fusion
(1)
supervised learning
(1)
path planning
(1)
kalman filter
(1)
visual recognition
(1)
in-context learning
(1)
vector quantization
(1)
map inference
(1)
Papers
Restructuring Vector Quantization with the Rotation Trick
ICLR 2025
Context-Aware Meta-Learning
ICLR 2024
Faster Maximum Inner Product Search in High Dimensions
ICML 2024
MAPTree: Beating βOptimalβ Decision Trees with Bayesian Decision Trees
AAAI 2024
BanditPAM++: Faster k-medoids Clustering
NeurIPS 2023
MABSplit: Faster Forest Training Using Multi-Armed Bandits
NeurIPS 2022
BanditPAM: Almost Linear Time k-Medoids Clustering via Multi-Armed Bandits
NeurIPS 2020
A Probabilistic Framework for Real-time 3D Segmentation using Spatial, Temporal, and Semantic Cues
RSS 2016
Combining 3D Shape, Color, and Motion for Robust Anytime Tracking
RSS 2014
Automatic Online Calibration of Cameras and Lasers
RSS 2013
Unsupervised Intrinsic Calibration of Depth Sensors via SLAM
RSS 2013
Tracking-Based Semi-Supervised Learning
RSS 2011
Detection of Principle Directions in Unknown Environments for Autonomous Navigation
RSS 2008
Model Based Vehicle Tracking for Autonomous Driving in Urban Environments
RSS 2008
Adaptive Road Following using Self-Supervised Learning and Reverse Optical Flow
RSS 2005
Discriminative Training of Kalman Filters
RSS 2005
Spoken Dialogue Management Using Probabilistic Reasoning
ACL 2000