Dawei Sun
7 papers · 2019–2022 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Reinforcement Learning
(2)
Applications
(2)
Computer Vision
(1)
Deep Learning
(1)
Robotics
(1)
Analysis
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Capabilities
(1)
Core AI
(1)
Core Methods
(1)
Techniques
(1)
Keywords
contraction metric
(2)
image classification
(1)
pose estimation
(1)
uncertainty quantification
(1)
knowledge distillation
(1)
feature matching
(1)
model predictive control
(1)
gaussian process
(1)
gaussian process regression
(1)
dynamical system
(1)
convolutional neural network
(1)
safety verification
(1)
model generalization
(1)
control-affine system
(1)
safe exploration
(1)
essential matrix
(1)
neural network
(1)
tracking error
(1)
density distribution
(1)
correspondence estimation
(1)
Papers
DistPro: Searching a Fast Knowledge Distillation Process via Meta Optimization
ECCV 2022
Learning Density Distribution of Reachable States for Autonomous Systems
CoRL 2021
Uncertain-aware Safe Exploratory Planning using Gaussian Process and Neural Control Contraction Metric
L4DC 2021
Knowledge Transfer via Dense Cross-Layer Mutual-Distillation
ECCV 2020
Learning Certified Control Using Contraction Metric
CoRL 2020
Deeply-Supervised Knowledge Synergy
CVPR 2019
Learning Two-View Correspondences and Geometry Using Order-Aware Network
ICCV 2019