Yiqi Lin

I'm a researcher at Shanghai AI Lab working on data-centric research. Before that I obtained bachelor and master degree at Sun Yat-Sen University (SYSU).

Email  /  Scholar  /  Github

Recent Projects
Image Parrot Captions Teach CLIP to Spot Text
Yiqi Lin*, Conghui He*, Alex Jinpeng Wang*, Bin Wang*, Weijia Li, Mike Zheng Shou
arXiv, 2023
project page / code

We found that 50% of LAION-2B samples contain the Parrot Captions (concurent text in captions and print pixels) and the Parrot Captions do huge impact on CLIP-style Vision-Language Alignment.

Image SEPT: Towards Scalable and Efficient Visual Pre-Training
Yiqi Lin,Huabin Zheng, Huaping Zhong, Jinjing Zhu, Weijia Li, Conghui He, Lin Wang
AAAI, 2023

A task-driven self-supervised pre-training framework achieves ImageNet-like performance using 1/10 unlabeled samples.

Image MMFewShot: OpenMMLab FewShot Learning Toolbox and Benchmark
project page

MMFewShot supports few-shot classification and object detection pipelines and sets up a few-shot benchmark under fair evaluation.


awesome website template