2 papers
cs.LG2024
Deep Clustering via Distribution Learning
Guanfang Dong, Zijie Tan, Chenqiu Zhao +1
Distribution learning finds probability density functions from a set of data samples, whereas clustering aims to group similar data points to form clusters. Although there are deep…
cs.CV2023
Affine-Transformation-Invariant Image Classification by Differentiable Arithmetic Distribution Module
Zijie Tan, Guanfang Dong, Chenqiu Zhao +1
Although Convolutional Neural Networks (CNNs) have achieved promising results in image classification, they still are vulnerable to affine transformations including rotation, trans…