Search Results for author: Songxin Zhang

Found 2 papers, 0 papers with code

Exploring Learning Complexity for Downstream Data Pruning

no code implementations8 Feb 2024 Wenyu Jiang, Zhenlong Liu, Zejian Xie, Songxin Zhang, BingYi Jing, Hongxin Wei

In this paper, we propose to treat the learning complexity (LC) as the scoring function for classification and regression tasks.

Informativeness

Lyrics: Boosting Fine-grained Language-Vision Alignment and Comprehension via Semantic-aware Visual Objects

no code implementations8 Dec 2023 Junyu Lu, Dixiang Zhang, Songxin Zhang, Zejian Xie, Zhuoyang Song, Cong Lin, Jiaxing Zhang, BingYi Jing, Pingjian Zhang

During the instruction fine-tuning stage, we introduce semantic-aware visual feature extraction, a crucial method that enables the model to extract informative features from concrete visual objects.

Image Captioning object-detection +5

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