output
20022026
most citedThe Astropy Project: Building an inclusive, open-science project and status of the v2.0 core package

7.7k citations

Showing 2024Show all

30 papers · 1 filter

quant-ph2024

Variational Quantum Eigensolver: A Comparative Analysis of Classical and Quantum Optimizer Methods

Duc-Truyen Le, Vu-Linh Nguyen, Cong-Ha Nguyen +2

In this study, we investigated the Variational Quantum Eigensolver (VQE) application for the Ising model as a testbed model, in which we thoroughly delved into several optimizers,…

cs.LG2024★ 19 cited

TEAM: Topological Evolution-aware Framework for Traffic Forecasting--Extended Version

Duc Kieu, Tung Kieu, Peng Han +3

Due to the global trend towards urbanization, people increasingly move to and live in cities that then continue to grow. Traffic forecasting plays an important role in the intellig…

cs.CL2024

An Attempt to Develop a Neural Parser based on Simplified Head-Driven Phrase Structure Grammar on Vietnamese

Duc-Vu Nguyen, Thang Chau Phan, Quoc-Nam Nguyen +2

In this paper, we aimed to develop a neural parser for Vietnamese based on simplified Head-Driven Phrase Structure Grammar (HPSG). The existing corpora, VietTreebank and VnDT, had…

cs.CV2024

Stratified Domain Adaptation: A Progressive Self-Training Approach for Scene Text Recognition

Kha Nhat Le, Hoang-Tuan Nguyen, Hung Tien Tran +1

Unsupervised domain adaptation (UDA) has become increasingly prevalent in scene text recognition (STR), especially where training and testing data reside in different domains. The…

nucl-th2024

Systematics of supernumerary nuclear rainbow in inelastic O+C scattering

Nguyen Hoang Phuc, Nguyen Tri Toan Phuc, Do Cong Cuong

We perform a systematic study of inelastic nuclear rainbow scattering for the \oc system to the 2 (4.44 MeV) state of C at incident energies of 100--608 MeV with the cou…

math.AP2024★ 1 cited

Symmetry of bounded solutions to quasilinear elliptic equations in a half-space

Phuong Le

Let be a bounded positive solution to the problem in with zero Dirichlet boundary condition, where and is a locally Lipschitz continu…

cs.CV2024★ 5 cited

Enhanced Generative Data Augmentation for Semantic Segmentation via Stronger Guidance

Quang-Huy Che, Duc-Tri Le, Bich-Nga Pham +2

Data augmentation is crucial for pixel-wise annotation tasks like semantic segmentation, where labeling requires significant effort and intensive labor. Traditional methods, involv…

hep-ph2024

Twin electroweak bubble nucleation and gravitational wave under the symmetry of two-Higgs-doublet model

Vo Quoc Phong, Nguyen Xuan Vinh, Phan Hong Khiem

Sphaleron electroweak phase transition (EWPT) is calculated in two phase transition stages, thereby showing that the twin (or double) bubble nucleation structure of the phase trans…

hep-ph2024

Sphaleron and gravitational wave with the Higgs-Dilaton potential in the Standard Model Two-Time Physics

Vo Quoc Phong, Quach Ai Mi, Nguyen Xuan Vinh

By introducing a Higgs-Dilaton potential, the 2T model has a trigger for a first order electroweak phase transition, namely for the mass of Dilaton between GeV and GeV…

math.NA2024★ 6 cited

A Finite Difference Scheme for (2+1)D Cubic-Quintic Nonlinear Schrödinger Equations with Nonlinear Damping

Anh Ha Le, Toan T. Huynh, Quan M. Nguyen

Solitons of the purely cubic nonlinear Schrödinger equation in a space dimension of suffer critical and supercritical collapses. These solitons can be stabilized in a cu…

cs.SE2024★ 6 cited

Segment-Based Test Case Prioritization: A Multi-objective Approach

Hieu Huynh, Nhu Pham, Tien N. Nguyen +1

Regression testing of software is a crucial but time-consuming task, especially in the context of user interface (UI) testing where multiple microservices must be validated simulta…

cs.CV2024★ 8 cited

Advancing Vietnamese Visual Question Answering with Transformer and Convolutional Integration

Ngoc Son Nguyen, Van Son Nguyen, Tung Le

Visual Question Answering (VQA) has recently emerged as a potential research domain, captivating the interest of many in the field of artificial intelligence and computer vision. D…

cs.NE2024

Efficient Multi-Objective Neural Architecture Search via Pareto Dominance-based Novelty Search

An Vo, Ngoc Hoang Luong

Neural Architecture Search (NAS) aims to automate the discovery of high-performing deep neural network architectures. Traditional objective-based NAS approaches typically optimize…

cs.SE2024★ 14 cited

KAT: Dependency-aware Automated API Testing with Large Language Models

Tri Le, Thien Tran, Duy Cao +3

API testing has increasing demands for software companies. Prior API testing tools were aware of certain types of dependencies that needed to be concise between operations and para…

math.ST2024★ 1 cited

Asymptotic efficiency for Sobol' and Cram{é}r-von Mises indices under two designs of experiments

Thierry Klein, Agnès Lagnoux, Paul Rochet +1

A variety of indices aim to quantify the impact of input variables on a response, typically the output from a complex computer code or black-box model. Most commonly used, the Sobo…

quant-ph2024★ 2 cited

Multi-target quantum compilation algorithm

Vu Tuan Hai, Nguyen Tan Viet, Jesus Urbaneja +3

Quantum compilation is the process of converting a target unitary operation into a trainable unitary represented by a quantum circuit. It has a wide range of applications, includin…

nucl-th2024★ 4 cited

Nuclear rainbow of the symmetric nucleus-nucleus system: Interchange of the nearside and farside scattering

Nguyen Tri Toan Phuc, Nguyen Hoang Phuc, Dao T. Khoa

Extensive elastic scattering data measured at energies around 10 to 20 MeV/nucleon for some identical systems, like 12C+12C and 16O+16O, exhibit the nuclear rainbow pattern of broa…

hep-ph2024★ 1 cited

Decays in a 3-3-1 model with neutral leptons

T. T. Hong, L. T. Hue, L. T. T. Phuong +2

We investigate the 3-3-1 model with neutral leptons (called the 331 for short) and by that, we will point out that this model can simultaneously explain the lepton flavor viola…

astro-ph.EP2024★ 17 cited

Euclid: Early Release Observations -- A glance at free-floating new-born planets in the sigma Orionis cluster

E. L. Martín, M. {Ž}erjal, H. Bouy +175

We provide an early assessment of the imaging capabilities of the Euclid space mission to probe deeply into nearby star-forming regions and associated very young open clusters, and…

cs.CL2024★ 4 cited

Metadata Integration for Spam Reviews Detection on Vietnamese E-commerce Websites

Co Van Dinh, Son T. Luu

The problem of detecting spam reviews (opinions) has received significant attention in recent years, especially with the rapid development of e-commerce. Spam reviews are often cla…

cs.CV2024★ 20 cited

Enhancing person re-identification via Uncertainty Feature Fusion Method and Auto-weighted Measure Combination

Quang-Huy Che, Le-Chuong Nguyen, Duc-Tuan Luu +1

Person re-identification (Re-ID) is a challenging task that involves identifying the same person across different camera views in surveillance systems. Current methods usually rely…

cs.CL2024★ 13 cited

New Benchmark Dataset and Fine-Grained Cross-Modal Fusion Framework for Vietnamese Multimodal Aspect-Category Sentiment Analysis

Quy Hoang Nguyen, Minh-Van Truong Nguyen, Kiet Van Nguyen

The emergence of multimodal data on social media platforms presents new opportunities to better understand user sentiments toward a given aspect. However, existing multimodal datas…

cs.CV2024★ 4 cited

Cluster-based Video Summarization with Temporal Context Awareness

Hai-Dang Huynh-Lam, Ngoc-Phuong Ho-Thi, Minh-Triet Tran +1

In this paper, we present TAC-SUM, a novel and efficient training-free approach for video summarization that addresses the limitations of existing cluster-based models by incorpora…

cs.CL2024★ 2 cited

ViTHSD: Exploiting Hatred by Targets for Hate Speech Detection on Vietnamese Social Media Texts

Cuong Nhat Vo, Khanh Bao Huynh, Son T. Luu +1

The growth of social networks makes toxic content spread rapidly. Hate speech detection is a task to help decrease the number of harmful comments. With the diversity in the hate sp…