16 citations · 30 across the 10 of their papers we have counts for
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cs.CV2022★ 1 cited
Rethinking Batch Sample Relationships for Data Representation: A Batch-Graph Transformer based Approach
Xixi Wang, Bo Jiang, Xiao Wang +1
Exploring sample relationships within each mini-batch has shown great potential for learning image representations. Existing works generally adopt the regular Transformer to model…
cs.CV2022★ 3 cited
Few-Shot Learning Meets Transformer: Unified Query-Support Transformers for Few-Shot Classification
Xixi Wang, Xiao Wang, Bo Jiang +1
Few-shot classification which aims to recognize unseen classes using very limited samples has attracted more and more attention. Usually, it is formulated as a metric learning prob…