Lile Cai
4 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
Top co-authors
Research topics
Computer Vision
(3)
Deep Learning
(3)
Machine Learning
(3)
Artificial Intelligence
(2)
Analysis
(2)
Learning Types
(2)
Computer Science
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Foundations
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
uncertainty estimation
(2)
semantic segmentation
(1)
adversarial robustness
(1)
epistemic uncertainty
(1)
object detection
(1)
dense feature matching
(1)
parallel computing
(1)
algorithm optimization
(1)
dirichlet distribution
(1)
convolutional neural network
(1)
deep neural network
(1)
annotation cost
(1)
evidential learning
(1)
hardware acceleration
(1)
evidential deep learning
(1)
aleatoric uncertainty
(1)
hardware accelerator
(1)
two-stage detector
(1)
non-maximum suppression
(1)
interest point detection
(1)
Papers
Evidential Learning-based Certainty Estimation for Robust Dense Feature Matching
ICLR 2025
Uncertainty Aware Interest Point Detection and Description
WACV 2025
Revisiting Superpixels for Active Learning in Semantic Segmentation With Realistic Annotation Costs
CVPR 2021
MaxpoolNMS: Getting Rid of NMS Bottlenecks in Two-Stage Object Detectors
CVPR 2019