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Technical Blog

Focusing on Machine Learning, Computer Vision, and Natural Language Processing, our research aims to address fundamental problems in these areas and develop practical methods that enable impactful applications. As part of the Vingroup ecosystem, we are well-positioned to be at the forefront of the digitalization of customer experience via AI-based systems that can understand natural human interactions through voices, gestures, behaviors, or from smart sensors and devices. Due to our unique location we are also naturally drawn towards problems for developing countries, which might otherwise be overlooked in the research community.

GA-LLM NLP
XPhoneBERT: A Pre-trained Multilingual Model for Phoneme Representations for Text-to-Speech
July 11, 2023

Linh The Nguyen, Thinh Pham, Dat Quoc Nguyen

CV GA-LLM
Geodesic-Former: a Geodesic-Guided Few-shot 3D Point Cloud Instance Segmenter
November 1, 2022

Tuan Ngo and Khoi Nguyen

NLP
BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese
October 27, 2022

Nguyen Luong Tran, Duong Minh Le and Dat Quoc Nguyen

CV
Few-shot Object Counting and Detection
October 27, 2022

Thanh Nguyen*, Chau Pham*, Khoi Nguyen, Minh Hoai

ML
Stochastic Multiple Target Sampling Gradient Descent
October 27, 2022

Hoang Phan, Ngoc N. Tran, Trung Le, Toan Tran, Nhat Ho, Dinh Phung

NLP
Textual Manifold-based Defense Against Natural Language Adversarial Examples
October 25, 2022

Dang Minh Nguyen, Anh Tuan Luu

GA-LLM NLP
PhoST: A High-Quality and Large-Scale Dataset for English-Vietnamese Speech Translation
October 22, 2022

Linh The Nguyen*, Nguyen Luong Tran*, Long Doan*, Manh Luong and Dat Quoc Nguyen

UC
VinAI released a training course used in its AI Residency Program: Linear Algebra
October 22, 2022

Open Course Team

ML
On Transportation of Mini-batches: A Hierarchical Approach
September 24, 2022

Dang Nguyen – Research Resident