Jialin Mao
5 papers · 2017–2023 · 2 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
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The Questioner
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Core Methods
(3)
Learning Types · Deep Learning
(3)
Optimization & Theory · Machine Learning
(3)
Architectures
(2)
Optimization & Theory · Deep Learning
(2)
Techniques
(2)
Computer Vision
(1)
Security & Privacy
(1)
Analysis
(1)
Application Areas
(1)
Differential Privacy
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Keywords
reinforcement learning
(2)
multiset prediction
(2)
image classification
(1)
contrastive learning
(1)
semi-supervised learning
(1)
vision transformer
(1)
neural network training
(1)
sequential decision making
(1)
model architecture
(1)
deep learning
(1)
neural network optimization
(1)
efficient computing
(1)
distribution matching
(1)
visual attention
(1)
saliency map
(1)
differential privacy
(1)
information geometry
(1)
generalization bound
(1)
pac-bayes bound
(1)
convolutional neural network
(1)
Papers
A Picture of the Space of Typical Learnable Tasks
ICML 2023
Does the Data Induce Capacity Control in Deep Learning?
ICML 2022
Scalable and Efficient Training of Large Convolutional Neural Networks with Differential Privacy
NeurIPS 2022
Loss Functions for Multiset Prediction
NeurIPS 2018
Saliency-based Sequential Image Attention with Multiset Prediction
NeurIPS 2017