[Paper Review] Vision Transformer for Image Classification]
1.[2020 arXiv][ViT] An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Paper Info Authors : Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Mat
2024년 4월 24일
2.[2021 ICCV] [Simple Review] Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
Liu, Ze, et al. "Swin transformer: Hierarchical vision transformer using shifted windows." Proceedings of the IEEE/CVF international conference on com
2024년 6월 2일
3.[2021 ICCV] CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification
Paper Info. https://arxiv.org/pdf/2103.14899 github: https://github.com/IBM/CrossViT Abstract 최근 ViT는 CNNs에 비교하여, image classification에서 promising
2025년 5월 22일