Shaoqing Ren
5 papers · 2014–2016 · 3 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (19) 🌟 Keyword Trendsetter Combo (3)
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Keyword Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(4)
Computer Vision
(3)
Deep Learning
(3)
Analysis
(3)
Architectures
(3)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Artificial Intelligence
(1)
Application Areas · Machine Learning
(1)
Application Areas · Deep Learning
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Techniques
(1)
Keywords
convolutional neural network
(2)
deep neural network
(2)
neural network optimization
(2)
deep learning
(2)
object detection
(1)
face alignment
(1)
landmark detection
(1)
global optimization
(1)
gradient boosting
(1)
model pruning
(1)
image recognition
(1)
tree ensemble
(1)
end-to-end training
(1)
random forest
(1)
regression tree
(1)
network depth
(1)
model initialization
(1)
network initialization
(1)
residual learning
(1)
real-time detection
(1)
Papers
Deep Residual Learning for Image Recognition
CVPR 2016
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
ICCV 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
NeurIPS 2015
Global Refinement of Random Forest
CVPR 2015
Face Alignment at 3000 FPS via Regressing Local Binary Features
CVPR 2014