output
19982023
most citedSegTransVAE: Hybrid CNN -- Transformer with Regularization for medical image segmentation

45 citations

26 papers

cs.LG2023

HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts

Giang Do, Khiem Le, Quang Pham +7

By routing input tokens to only a few split experts, Sparse Mixture-of-Experts has enabled efficient training of large language models. Recent findings suggest that fixing the rout…

hep-ph2023★ 1 cited

and decays in a $ \mbox{SU}(4)_L \otimes \mbox{U}(1)_X$ model with inverse seesaw neutrinos

N. H. Thao, D. T. Binh, T. T. Hong +2

We will show that the 3-4-1 model with heavy right-handed neutrinos can explain the recent experimental data of anomalies of charged leptons and neutrino oscillation…

eess.IV2022★ 45 cited

SegTransVAE: Hybrid CNN -- Transformer with Regularization for medical image segmentation

Quan-Dung Pham, Hai Nguyen-Truong, Nam Nguyen Phuong +1

Current research on deep learning for medical image segmentation exposes their limitations in learning either global semantic information or local contextual information. To tackle…

math.PR2021

The Marcinkiewicz--Zygmund-Type Strong Law of Large Numbers with General Normalizing Sequences

Vu Thi Ngoc Anh, Nguyen Thi Thanh Hien, Lê Vǎn Thành +1

This paper establishes complete convergence for weighted sums and the Marcinkiewicz--Zygmund-type strong law of large numbers for sequences of negatively associated and identically…

math.CV2020

Heights of Function Field Points on Curves Given by Equations with Separated Variables

Ta Thi Hoai An, Nguyen Ngoc Diep

Let and be polynomials in one variable over an algebraically closed field of characteristic zero. Let and be elements of a function field $\K$ over such tha…

math.PR2019★ 2 cited

Error bounds in normal approximation for the squared-length of total spin in the mean field classical -vector models

Lê Vǎn Thành, Nguyen Ngoc Tu

This paper gives the Kolmogorov and Wasserstein bounds in normal approximation for the squared-length of total spin in the mean field classical -vector models. The Kolmogorov bo…