Tam Nguyen
4 papers · 2019–2023 · 1 conference · across top CS/AI conferences
Achievements
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๐ Renaissance Researcher (5) ๐ Interdisciplinary Bridge ๐บ๏ธ Taxonomy Completionist (17) ๐งญ Keyword Pioneer ๐ฃ Hot Topic Early Bird
๐
Cross-Pollinator
(15)
Conferences
NIPS (4)
Top co-authors
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
NIPS 2023
Improving Transformer with an Admixture of Attention Heads
NIPS 2022
FourierFormer: Transformer Meets Generalized Fourier Integral Theorem
NIPS 2022
DeepUSPS: Deep Robust Unsupervised Saliency Prediction via Self-supervision
NIPS 2019