2 papers
cs.CV2024
Class-relevant Patch Embedding Selection for Few-Shot Image Classification
Weihao Jiang, Haoyang Cui, Kun He
Effective image classification hinges on discerning relevant features from both foreground and background elements, with the foreground typically holding the critical information.…
cs.CV2024
Intra-task Mutual Attention based Vision Transformer for Few-Shot Learning
Weihao Jiang, Chang Liu, Kun He
Humans possess remarkable ability to accurately classify new, unseen images after being exposed to only a few examples. Such ability stems from their capacity to identify common fe…