Tam Nguyen
4 papers · 2019–2023 · 1 venue · across top CS/AI venues
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
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Research topics
Machine Learning
(4)
Deep Learning
(3)
Optimization & Theory
(3)
Architectures
(2)
Techniques
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Analysis
(1)
Application Areas
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Processing
(1)
Keywords
multi-head attention
(2)
neural network optimization
(2)
transformer architecture
(2)
self-supervised learning
(1)
attention mechanism
(1)
machine translation
(1)
language modeling
(1)
efficient computing
(1)
parameter sharing
(1)
saliency detection
(1)
kernel regression
(1)
salient object detection
(1)
deep neural network
(1)
pseudo label
(1)
over-smoothing mitigation
(1)
token representation
(1)
neural network
(1)
fourier integral kernel
(1)
nonparametric kernel
(1)
regularized functional
(1)
Papers
Mitigating Over-smoothing in Transformers via Regularized Nonlocal Functionals
NeurIPS 2023
FourierFormer: Transformer Meets Generalized Fourier Integral Theorem
NeurIPS 2022
Improving Transformer with an Admixture of Attention Heads
NeurIPS 2022
DeepUSPS: Deep Robust Unsupervised Saliency Prediction via Self-supervision
NeurIPS 2019