86 citations · 284 across the 24 of their papers we have counts for
Showing 2022 · cs.CVShow all
3 papers · 2 filters
cs.CV2022★ 2 cited
Accumulated Trivial Attention Matters in Vision Transformers on Small Datasets
Xiangyu Chen, Qinghao Hu, Kaidong Li +2
Vision Transformers has demonstrated competitive performance on computer vision tasks benefiting from their ability to capture long-range dependencies with multi-head self-attentio…
cs.CV2022★ 1 cited
Aggregating Global Features into Local Vision Transformer
Krushi Patel, Andres M. Bur, Fengjun Li +1
Local Transformer-based classification models have recently achieved promising results with relatively low computational costs. However, the effect of aggregating spatial global in…
cs.CV2022★ 35 cited
Dynamic Label Assignment for Object Detection by Combining Predicted IoUs and Anchor IoUs
Tianxiao Zhang, Bo Luo, Ajay Sharda +1
Label assignment plays a significant role in modern object detection models. Detection models may yield totally different performances with different label assignment strategies. F…