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

Computer Vision

HyperInverter: Improving StyleGAN Inversion via Hypernetwork

1. Introduction  Generative Adversarial Networks (GANs) [6] have achieved tremendous progress in re(...)

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23/06/2022