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Jiaying Gao

3 accepted papers

2025

Annealing Distillation Algorithm for Transferring Unsupervised Clustering Knowledge to Supervised Student Models

ICASSP 2025accepted

In knowledge distillation, the performance of teacher models often serves as an upper limit for student models. For a long time, deeper and more accurate supervised learning algorithms have been the first choice for teacher models in image classification tasks where unsupervised models typically und…

Cited by 0SourceScholar
2025

Dual-Pyramid Attention Collaborative Network for Oracle Bone Inscription Classification

ICASSP 2025accepted

Recent advances in oracle bone inscriptions (OBI) classification have explored various strategies such as zero-shot learning, augmentation, and complex convolution architectures. These strategies ultimately represent samples as global feature vectors in various forms but often fail to effectively ca…

Cited by 0SourceScholar
2025

RAOCSL: A BERT-Based Strategy for Identifying Learner Confusion under Class Imbalance

ICASSP 2025accepted

Understanding and identifying the nature of learner confusion is important for online learning platforms. In this study, we address this problem by analyzing forum posts from large-scale online courses. However, due to the large volume of comments and frequent interactions, confusion posts are often…

Cited by 0SourceScholar