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