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Found 3 papers, 1 papers with code
TAM: Topology-Aware Margin Loss for Class-Imbalanced Node Classification
Learning unbiased node representations under class-imbalanced graph data is challenging due to interactions between adjacent nodes.
GraphENS: Neighbor-Aware Ego Network Synthesis for Class-Imbalanced Node Classification
In many real-world node classification scenarios, nodes are highly class-imbalanced, where graph neural networks (GNNs) can be readily biased to major class instances.
Mutually-Constrained Monotonic Multihead Attention for Online ASR
Despite the feature of real-time decoding, Monotonic Multihead Attention (MMA) shows comparable performance to the state-of-the-art offline methods in machine translation and automatic speech recognition (ASR) tasks.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
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