Chunpeng Wu
5 papers · 2016–2020 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Application Areas
(4)
Optimization & Theory · Deep Learning
(3)
Optimization & Theory · Machine Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Analysis
(1)
Core AI
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Techniques
(1)
Keywords
deep learning
(2)
neural network
(2)
deep neural network
(2)
model compression
(2)
domain adaptation
(1)
adversarial training
(1)
neural network optimization
(1)
distributed training
(1)
structured sparsity
(1)
communication efficiency
(1)
convolutional neural network
(1)
randomized smoothing
(1)
robustness certification
(1)
filter pruning
(1)
data parallelism
(1)
feature extractor
(1)
neural network classifier
(1)
communication cost
(1)
gradient quantization
(1)
channel pruning
(1)
Papers
Regularized Training and Tight Certification for Randomized Smoothed Classifier with Provable Robustness
AAAI 2020
A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation
CVPR 2017
Coordinating Filters for Faster Deep Neural Networks
ICCV 2017
TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning
NeurIPS 2017
Learning Structured Sparsity in Deep Neural Networks
NeurIPS 2016