most citedDGP-Net: Dense Graph Prototype Network for Few-Shot SAR Target Recognition

2 citations · 2 across the 5 of their papers we have counts for

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cs.LG2023

Towards Understanding the Mechanism of Contrastive Learning via Similarity Structure: A Theoretical Analysis

Hiroki Waida, Yuichiro Wada, Léo Andéol +3

Contrastive learning is an efficient approach to self-supervised representation learning. Although recent studies have made progress in the theoretical understanding of contrastive…

cs.LG2019

Irregular Convolutional Auto-Encoder on Point Clouds

Zhang Yuhui, Greg Gutmann, Konagaya Akihiko

We proposed a novel graph convolutional neural network that could construct a coarse, sparse latent point cloud from a dense, raw point cloud. With a novel non-isotropic convolutio…