121 citations · 187 across the 11 of their papers we have counts for
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cs.LG2021★ 21 cited
Balanced softmax cross-entropy for incremental learning with and without memory
Quentin Jodelet, Xin Liu, Tsuyoshi Murata
When incrementally trained on new classes, deep neural networks are subject to catastrophic forgetting which leads to an extreme deterioration of their performance on the old class…
cs.LG2020★ 121 cited
Graph Convolutional Networks for Graphs Containing Missing Features
Hibiki Taguchi, Xin Liu, Tsuyoshi Murata
Graph Convolutional Network (GCN) has experienced great success in graph analysis tasks. It works by smoothing the node features across the graph. The current GCN models overwhelmi…