Kaibo Zhang
6 papers · 2021–2024 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
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Research topics
Machine Learning
(4)
Optimization & Theory
(3)
Deep Learning
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Keywords
adversarial training
(2)
smooth activation
(2)
paraphrase generation
(1)
speech analysis
(1)
gradient optimization
(1)
early stopping
(1)
spectral decomposition
(1)
generalization bound
(1)
active subspace
(1)
foundation model
(1)
robust generalization
(1)
two-layer network
(1)
goodness-of-fit test
(1)
non-smooth activation
(1)
siamese network
(1)
pre-trained speech representation
(1)
round-trip translation
(1)
kernel methods
(1)
sliced stein discrepancy
(1)
sentence reconstruction
(1)
Papers
Benign Overfitting in Adversarial Training of Neural Networks
ICML 2024
Stability and Generalization of Adversarial Training for Shallow Neural Networks with Smooth Activation
NeurIPS 2024
Obstructive Sleep Apnea Detection using Pre-trained Speech Representations
Interspeech 2023
Active Slices for Sliced Stein Discrepancy
ICML 2021
Automatically Paraphrasing via Sentence Reconstruction and Round-trip Translation
IJCAI 2021
Manifold Adversarial Augmentation for Neural Machine Translation
ACL 2021