Methods › General › Skip Connection Blocks

Skip Connection Blocks

42 methods 4,219 papers tagged archive 2025-07-28

The archive attaches this collection's text per method and the copies differ: 2 distinct texts across 38 of the 42 methods here. All are shown, most-carried first (a tie goes to the text carrying Papers with Code's collection boilerplate, then to the longer text); no vote is taken between them.

Text 1, carried by 25 of 42 methods:

Skip Connection Blocks are building blocks for neural networks that feature skip connections. These skip connections 'skip' some layers allowing gradients to better flow through the network. Below you will find a continuously updating list of skip connection blocks:

Text 2, carried by 13 of 42 methods:

Image Model Blocks are building blocks used in image models such as convolutional neural networks. Below you can find a continuously updating list of image model blocks.

Methods

All 42 methods in this collection, most-tagged first. Year is the archive's introduced_year; the archive stores 2000 when it has none, shown here as “–”. Papers counts distinct papers the archive tags with the method. Click a heading to sort.


Residual Block	–	2,807
Bottleneck Residual Block	–	2,049
Inverted Residual Block	–	823
Dense Block	–	497
Non-Local Block	–	168
ResNeXt Block	–	132
CBHG	–	65
Wide Residual Block	–	55
ShuffleNet Block	–	51
SRGAN Residual Block	–	34
Reversible Residual Block	–	29
Selective Kernel	–	27
Res2Net Block	–	25
Ghost Bottleneck	–	24
DPN Block	–	19
Inception-ResNet-v2-B	–	18
Inception-ResNet-v2-C	–	18
MelGAN Residual Block	–	14
FBNet Block	–	12
Global Context Block	–	12
One-Shot Aggregation	–	11
Pyramidal Bottleneck Residual Unit	–	8
Pyramidal Residual Unit	–	8
Dilated Bottleneck Block	–	5
Dilated Bottleneck with Projection Block	–	5
NVAE Encoder Residual Cell	–	5
NVAE Generative Residual Cell	–	5
Big-Little Module	–	4
CSPResNeXt Block	–	3
EESP Extremely Efficient Spatial Pyramid of Depth-wise Dilated Separable Convolutions	–	3
SqueezeNeXt Block	–	3
Two-Way Dense Layer	–	3
Conditional DBlock	–	2
DBlock	–	2
DVD-GAN DBlock	–	2
Elastic Dense Block	–	2
GBlock	–	2
Elastic ResNeXt Block	–	1
Hierarchical-Split Block	–	1
OSA (identity mapping + eSE)	–	1
Residual SRM	–	1
Strided EESP	–	1