Search Results for author: Xinlong Yang

Found 2 papers, 1 papers with code

When Parameter-efficient Tuning Meets General-purpose Vision-language Models

1 code implementation16 Dec 2023 Yihang Zhai, Haixin Wang, Jianlong Chang, Xinlong Yang, Jinan Sun, Shikun Zhang, Qi Tian

Instruction tuning has shown promising potential for developing general-purpose AI capabilities by using large-scale pre-trained models and boosts growing research to integrate multimodal information for creative applications.

Prototypical Mixing and Retrieval-Based Refinement for Label Noise-Resistant Image Retrieval

no code implementations ICCV 2023 Xinlong Yang, Haixin Wang, Jinan Sun, Shikun Zhang, Chong Chen, Xian-Sheng Hua, Xiao Luo

This paper investigates a realistic but understudied problem of image retrieval under label noise, which could lead to severe overfitting or memorization of noisy samples during optimization.

Image Retrieval Memorization +1

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