Workshop

VinAI 2022 Winter Workshop

About Workshop

The research division at VinAI is proud to have 17 papers accepted to top-tiered AI conferences in the second half of 2022. Among these, 11 papers are first-authored by VinAI research residents. In this workshop, we will have a presentation series of our accepted papers as well as a panel discussion on the topic “How to get your paper accepted to top-tier conferences?” to showcase the latest development of AI in our research division.
As a side note, for those who are interested in our AI Residency Program, our application of Research Residents Batch 9 is OPEN now.

Overall

Time

Sat, Nov 19 2022 - 09:00 am (GMT + 7)

Language

English & Vietnamese

Your Question

Ask speaker question at

https://app.sli.do/event/g2SVUYdpHc6LCrWMcpLLFR

Program details are as follows:

9:10

Introduction

Dat Quoc Nguyen

9:15 Paper talk 1

Textual Manifold-based Defense Against Natural Language Adversarial Examples.
Nguyen Minh Dang and Tuan Anh Luu.
EMNLP 2022.

Dat Quoc Nguyen (Moderator), Dang Nguyen

9:30 Paper talk 2

Stochastic Multiple Target Sampling Gradient Descent.
Hoang Phan, Ngoc N. Tran, Trung Le, Toan Tran, Nhat Ho and Dinh Phung.
NeurIPS 2022.

Toan Tran (Moderator), Hoang Phan

9:45 Paper talk 3

Few-shot Object Counting and Detection
Thanh Nguyen, Chau Pham, Khoi Nguyen, Minh Hoai.
ECCV 2022.

Anh Tran (Moderator), Chau Pham

10:00

Panel Discussion "How to get your paper accepted to top-tier conferences?"

Khoi Nguyen (Moderator), Son Hua, Anh Tran, Toan Tran, Dat Quoc Nguyen

10:45 Paper talk 4

A High-Quality and Large-Scale Dataset for English-Vietnamese Speech Translation.
Linh The Nguyen*, Nguyen Luong Tran*, Long Doan*, Manh Luong and Dat Quoc Nguyen.
INTERSPEECH 2022.

Dat Quoc Nguyen (Moderator), Linh Nguyen

11:00 Paper talk 5

On transportation of mini-batches: A hierarchical approach.
Khai Nguyen, Dang Nguyen, Quoc Nguyen, Tung Pham, Hung Bui, Dinh Phung, Trung Le, and Nhat Ho.
ICML, 2022.

Toan Tran (Moderator), Dang Nguyen

11:15 Paper talk 6

Geodesic-Former: a Geodesic-Guided Few-shot 3D Point Cloud Instance Segmenter
Tuan Ngo, Khoi Nguyen.
ECCV 2022.

Anh Tran (Moderator), Tuan Ngo

11:30 Paper talk 7

QC-StyleGAN - Quality Controllable Image Generation and Manipulation
Dat Nguyen*, Phong Tran*, Tan Dinh, Cuong Pham, Anh Tran.
NeurIPS 2022.

Anh Tran (Moderator), Dat Nguyen

11:45

Concluding remarks

Anh Tran