Task

Papers

Pretraining

relationship with cnn

2020/1/10

On Therelationship Eetween Self-Attention And Convolutional Layers

2020/1/10

关于自注意力和卷积层之间的关系

classfication

2020/4/28

Exploring Self-Attention For Image Recognition

2020/10/ 22

An Image Is Worth 16x16 Words: Transformers For Image Recognition At Scale

2020/4/28

探索图像识别的自注意力

2020/10/ 22

一张图像值 16x16 字：大规模图像识别的变形金刚

object detection

2020/5/28

End-To-End Object Detecti On With Adaptive Clustering Transformer

2020/10/8

Deformable Detr: Deformable Transformers For End-To-End Object Detection

2020/11/18

Act(Endto-End Object Detection With Adaptive Clustering Transformer)

2020/5/28

使用自适应聚类变换器进行端到端对象检测

2020/10/8

Deformable detr：用于端到端物体检测的可变形变压器

2020/11/18

Act(使用自适应聚类变换器进行端到端对象检测)

image gpt

2018/6/15

Image Transf Ormer

2019/4/23

Generating Long Sequences With Sparse Transformers

2020/1/10

Generative Pretraining From Pixels

2018/6/15

图像转换器

2019/4/23

使用稀疏变换器生成长序列

2020/1/10

从像素生成预训练

segmentation

2020/9/23

Hamming Ocr:A Locality Sensitive Hashing Neural Network For Scene Text Recognition

2020/11/14

Actbert:Learning Global-Local Video-Text Representations

2020/12/1

Max-Deeplab:End-To-End Panoptic Segmentation With Mask Transformers

2020/9/23

Hamming ocr：一种用于场景文本识别的局部敏感哈希神经网络

2020/11/14

Actbert：学习全局-本地视频-文本表示

2020/12/1

Max-deeplab：使用掩模转换器的端到端全景分割

video

Cvpr2018

End-To-End Dense Video Captioning With Masked Transformer

2020/11/4

Foley Music: Learning To Generate Music From Videos

2020/12/4

End-To-End Video Instance Segmentation With Transformers

CVPR2018

带掩码转换器的端到端密集视频字幕

2020/11/4

拟音音乐：学习从视频中生成音乐2020/12/4

使用转换器的端到端视频实例分割

lane detection

2020/7/14

Polylanenet: Lane Estimation Via Deep Polynomial Regression

2020/7/14

Polylanene：通过深度多项式回归进行车道估计

vision model