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 /
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News
- [03/2021] Awarded as an outstanding graduate of Nanjing University.
Professional Services
Publications
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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.
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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.
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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.
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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.
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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
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