Dynamic Convolution: Attention over Convolution Kernels - 代码天地

Dynamic Convolution: Attention over Convolution Kernels

业界资讯 2020-06-27 10:07:42 阅读次数: 0

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转载自blog.csdn.net/qq_40263477/article/details/106955994

Dynamic Convolution: Attention over Convolution Kernels

动态卷积 Dynamic convolution

convolution

On the Integration of Self-Attention and Convolution

NeurlPS2019：Convolution with even-sized kernels and symmetric padding

2022 CVPR : On the Integration of Self-Attention and Convolution

Partial convolution && Gated convolution

QANet: Combining Local Convolution With Global Self-Attention For Reading Comprehension

文献阅读（52）—— Integration self-attention and convolution

CVPR 2020| Dynamic Convolution动态卷积(keras实现)

Strided convolution

Correlation and Convolution

Convolution in Caffe

Dilated Convolution

Transposed Convolution

Deconvolution 与convolution

Gated Convolution

Transposed Convolution, Fractionally Strided Convolution or Deconvolution

QANET: COMBINING LOCAL CONVOLUTION WITH GLOBAL SELF-ATTENTION FOR READING COMPREHENSION 论文阅读笔记

【论文笔记】Object detection with location-aware deformable convolution and backward attention filtering

【论文笔记】QANET：Combining Local Convolution With Global Self-attention for Reading Comprehension

QANET: COMBINING LOCAL CONVOLUTION WITH GLOBAL SELF-ATTENTION FOR READING COMPREHENSION翻译

CVPR‘21 | Involution：超越convolution和self-attention的神经网络新算子

FightingCV Pytorch 代码库：Attention,Backbone, MLP, Re-parameter, Convolution模块【持续更新】

论文推荐：ACMix整合self-Attention和Convolution (ACMix)的优点的混合模型

改进YOLO系列 | ICLR2022 | OMNI-DIMENSIONAL DYNAMIC CONVOLUTION: 全维动态卷积

ConvBERT: Improving BERT with Span-based Dynamic Convolution论文的阅读笔记

改进YOLO系列 | Microsoft 团队 | Dynamic Convolution ：自适应地调整卷积参数

改进YOLOv8 | 即插即用篇 | 全维动态卷积 |《 OMNI-DIMENSIONAL DYNAMIC CONVOLUTION》

YOLOV7改进-对小目标有提点的Omni-Dimensional Dynamic Convolution

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