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20192025
most citedRethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator

36 citations · 90 across the 21 of their papers we have counts for

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Showing 2023Show all

2 papers · 1 filter

cs.LG2023★ 1 cited

EPIC: Graph Augmentation with Edit Path Interpolation via Learnable Cost

Jaeseung Heo, Seungbeom Lee, Sungsoo Ahn +1

Data augmentation plays a critical role in improving model performance across various domains, but it becomes challenging with graph data due to their complex and irregular structu…

cs.CV2023★ 11 cited

Feature Unlearning for Pre-trained GANs and VAEs

Saemi Moon, Seunghyuk Cho, Dongwoo Kim

We tackle the problem of feature unlearning from a pre-trained image generative model: GANs and VAEs. Unlike a common unlearning task where an unlearning target is a subset of the…