Search Results for author: Junyu Bi

Found 3 papers, 2 papers with code

CLIP-KD: An Empirical Study of CLIP Model Distillation

1 code implementation • 24 Jul 2023 • Chuanguang Yang, Zhulin An, Libo Huang, Junyu Bi, Xinqiang Yu, Han Yang, Boyu Diao, Yongjun Xu

The unified method is applied to distill several student models trained on CC3M+12M.

Contrastive Learning Cross-Modal Retrieval +2

Paper
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UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation

1 code implementation • 15 Mar 2023 • Daixuan Cheng, Shaohan Huang, Junyu Bi, Yuefeng Zhan, Jianfeng Liu, Yujing Wang, Hao Sun, Furu Wei, Denvy Deng, Qi Zhang

Large Language Models (LLMs) are popular for their impressive abilities, but the need for model-specific fine-tuning or task-specific prompt engineering can hinder their generalization.

Hallucination Prompt Engineering +1

3,199

Paper
Code

VL-Match: Enhancing Vision-Language Pretraining with Token-Level and Instance-Level Matching

no code implementations • ICCV 2023 • Junyu Bi, Daixuan Cheng, Ping Yao, Bochen Pang, Yuefeng Zhan, Chuanguang Yang, Yujing Wang, Hao Sun, Weiwei Deng, Qi Zhang

Vision-Language Pretraining (VLP) has significantly improved the performance of various vision-language tasks with the matching of images and texts.

Image-text matching Retrieval +2

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