Search Results for author: Yangqiming Wang

Found 2 papers, 1 papers with code

Open-world Semi-supervised Novel Class Discovery

1 code implementation22 May 2023 Jiaming Liu, Yangqiming Wang, Tongze Zhang, Yulu Fan, Qinli Yang, Junming Shao

Traditional semi-supervised learning tasks assume that both labeled and unlabeled data follow the same class distribution, but the realistic open-world scenarios are of more complexity with unknown novel classes mixed in the unlabeled set.

Contrastive Learning Novel Class Discovery +1

An Interpretable Neuron Embedding for Static Knowledge Distillation

no code implementations14 Nov 2022 Wei Han, Yangqiming Wang, Christian Böhm, Junming Shao

The visualization of semantic vectors allows for a qualitative explanation of the neural network.

Knowledge Distillation

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