Search Results for author: Haotian Yan

Found 2 papers, 2 papers with code

ConTNet: Why not use convolution and transformer at the same time?

2 code implementations27 Apr 2021 Haotian Yan, Zhe Li, Weijian Li, Changhu Wang, Ming Wu, Chuang Zhang

It is also worth pointing that, given identical strong data augmentations, the performance improvement of ConTNet is more remarkable than that of ResNet.

Image Classification object-detection +1

Lawin Transformer: Improving Semantic Segmentation Transformer with Multi-Scale Representations via Large Window Attention

2 code implementations5 Jan 2022 Haotian Yan, Chuang Zhang, Ming Wu

In this paper, we succeed in introducing multi-scale representations into semantic segmentation ViT via window attention mechanism and further improves the performance and efficiency.

Image Classification Segmentation +1

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