Convolutional layer






A Dynamic Convolutional Layer for Short Range Weather Prediction

What sets. CNNs apart from other neural networks is the use of the convolutional layer. This layer computes the output feature maps by convolving the feature 
Klein A Dynamic Convolutional CVPR paper


Is the deconvolution layer the same as a convolutional layer?

Most existing convolutional neural network (CNN) based superresolution methods. [1011] first upsample the image using a bicubic interpolation


The Singular Values of Convolutional Layers

This characterization also leads to an algorithm for projecting a convolutional layer onto an operator-norm ball. We show that this is an effective regularizer;.


Cross-convolutional-layer Pooling for Image Recognition

we proposed a novel way to extract image representations from two consecutive convolutional layers: one layer is used for local feature.





Cross-Convolutional-Layer Pooling for Image Classification

The Treasure beneath Convolutional Layers: Cross-convolutional-layer Pooling for Image Classification. Lingqiao Liu1∗ Chunhua Shen1
Liu The Treasure Beneath CVPR paper


A Deep Learning Approach To Universal Image Manipulation

issue we develop a new form of convolutional layer that is specifically designed to suppress an image's content and adaptively learn manipulation detection 
Bayar IHMMSec


Memory Requirements for Convolutional Neural Network Hardware

connected (FC) layers. Figure 1 shows the operands involved in the computation of a convolutional layer of a neural network. The input activations I are a 
Memory Requirements for Convolutional Neural Network Hardware Accelerators


ShapeConv: Shape-Aware Convolutional Layer for Indoor RGB-D

Convolutional layers deemed as the core building blocks of CNNs
Cao ShapeConv Shape Aware Convolutional Layer for Indoor RGB D Semantic Segmentation ICCV paper





A Five Convolutional Layer Deep Convolutional Neural Network for

Apr 16 2022 A DCNN with different convolutional layers and hyperparameters was trained and tested to develop an image-based plant leaf disease ...


CS480/680 Machine Learning Lecture 20: Convolutional Neural

Mar 29 2020 ▷ CNN is composed of multiple building blocks
cs lecture Winter


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