Mengchen Liu

Dynamic Convolution: Attention Over Convolution Kernels

Yinpeng Chen, Xiyang Dai, Mengchen Liu et al. · 2020 · 1.3K citations

Dynamic Convolution, Multiple Kernels, Convolutional Neural Network +15

Dynamic Head: Unifying Object Detection Heads with Attentions

Xiyang Dai, Yinpeng Chen, Bin Xiao et al. · 2021 · 871 citations

Dynamic Head, Image Analysis, Machine Vision +11

Mobile-Former: Bridging MobileNet and Transformer

Yinpeng Chen, Xiyang Dai, Dongdong Chen et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 581 citations

Convolutional Neural Network, Engineering, Machine Learning +20

Florence: A New Foundation Model for Computer Vision

Lu Yuan, Dongdong Chen, Yi‐Ling Chen et al. · arXiv (Cornell University) · 2021 · 340 citations · Full text

Engineering, Machine Learning, Visual Understanding +19

CvT: Introducing Convolutions to Vision Transformers

Haiping Wu, Bin Xiao, Noel Codella et al. · arXiv (Cornell University) · 2021 · 162 citations · Full text

Introducing Convolutions, Convolutional Transformer Block, Machine Vision +15