Jinbin Bai

"Do not go gentle into that good night,
Old age should burn and rave at close of day;
Rage, rage against the dying of the light."

This is Jinbin Bai, a research intern in TikTok (ByteDance Intelligent Creation).

I have research experience in self-supervised learning, video representation, video-language pre-training and image translation. In the future, I am interested in solving the modality gap problem, and I'm also interested in text-guided image generation and video generation.

I received the B.S. degree from Department of Computer Science, Nanjing University in 2021.

I am looking for a Ph.D. position starting in 2023 fall or 2024 fall (Spring is also available).

Email  /  Linkedin /  Github  /  CV   /  v2

profile photo

News

  • [03/2021]  Awarded as an outstanding graduate of Nanjing University.

Professional Services

  • Reviewer:  ECCV 2022

Publications


Mind the Gap! Bidirectional Generation Between Image and Text with Few-shot Learning
Jinbin Bai, et al.
Technical Report, 2022 (under review)
[Paper][Code]
A lightweight image and text bidirectional generation framework.


LaT: Latent Translation with Cycle-Consistency for Video-Text Retrieval
Jinbin Bai, Chunhui Liu, Feiyue Ni, Haofan Wang, Mengying Hu, Xiaofeng Guo, Lele Cheng
Technical Report, 2022 (under review)
[Paper][Code]
A novel latent translation framework for solving the modality gap problems.


Semantic-aware Cartoon Style Transfer
Jinbin Bai
Technical Report, 2021
[Paper][Code]
A new semantic-aware framework by matching the same semantic regions for cartoon style transfer.


Classification of Acoustic Scenes Using Convolutional Neural Networks
Jinbin Bai, Yuwei Hu, Shihan Huang, Zhenyu Chen
Technical Report, 2020
[Paper]
We predict acoustic scenes that are provoked by audios. Our techniques include MFCCs acoustic feature extraction and convolutional nerual networks.

Honors & Awards

  • 2021: Outstanding Graduate, Nanjing University
  • 2020: Shanyuan Overseas Exchange Scholarship (Top 1%, 20 recipients in Nanjing Univeristy), Nanjing University
  • 2019: National Excellent Undergraduate Innovation Project, Ministry of Education of P.R.China.
  • 2019: National Scholarship for Encouragement, Ministry of Education of P.R.China.
  • 2019: Yangzhou Scholarship, Nanjing University
  • 2019: Peer Mentor, Nanjing University
  • 2019: Outstanding Student, Nanjing University
  • 2018: Heren Scholarship (Top 1%, 2 recipients in CS department), Nanjing University

Courses I've taken

Hobbies

    I like reading the Sci-Fi, playing the piano, traveling and exploring the world. I also have a board interest in PC games and I was addicted to Pal3, QQ Speed and Mabinogi.

Friends

Last updated on Nov. 2021