Computer Vision

VinAI Resident achieves Best Paper (Honorable Mention Award) at WACV 2023

Hue Nguyen and her team were awarded the Best Paper (Honorable Mention) at the Winter Conference on (...)

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18/01/2023

Computer Vision

Geodesic-Former: a Geodesic-Guided Few-shot 3D Point Cloud Instance Segmenter

1. Introduction We introduce a new problem in 3D point cloud: few-shot instance segmentation (3DFSIS(...)

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01/11/2022

Natural Language Processing

BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese

1. Motivations The masked language model  BERT and its variants, pre-trained on large-scale corpora(...)

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27/10/2022

Computer Vision

Few-shot Object Counting and Detection

1. Introduction 1.1. Problem setup This paper addresses a new task of Few-Shot object Counting and D(...)

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27/10/2022

Machine Learning

Stochastic Multiple Target Sampling Gradient Descent

1. Introduction Sampling from an unnormalized target distribution that we know the density function (...)

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27/10/2022

Natural Language Processing

Textual Manifold-based Defense Against Natural Language Adversarial Examples

1. Introduction The field of NLP has achieved remarkable success in recent years, thanks to the deve(...)

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25/10/2022

Natural Language Processing

PhoST: A High-Quality and Large-Scale Dataset for English-Vietnamese Speech Translation

1. Motivations Speech translation – the task of translating speech in one language typically t(...)

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22/10/2022

VinAI released a training course used in its AI Residency Program: Linear Algebra

Formed in 2019, VinAI Residency Program is the first and most eminent AI Residency Program in Vietna(...)

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22/10/2022

Machine Learning

On Transportation of Mini-batches: A Hierarchical Approach

1. Introduction The Optimal Transport (OT) theory has a long history in Applied mathematics and econ(...)

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24/09/2022

Machine Learning

Robust Bayesian Recourse

1. Introduction Our society is moving increasingly towards algorithmic reliance for a range of decis(...)

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24/09/2022

Machine Learning

Improving Mini-batch Optimal Transport via Partial Transportation

1. Introduction The Optimal Transport (OT) theory has a long history in Applied mathematics and econ(...)

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23/09/2022

Natural Language Processing

Release text translation model of VinAI Translate

VinAI is pleased to publicly release the pre-trained text translation models “vinai/vinai-translat(...)

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28/07/2022