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Found 4 papers, 2 papers with code
Recommender Transformers with Behavior Pathways
We conclude this characteristic for sequential behaviors of each user as the Behavior Pathway.
X-model: Improving Data Efficiency in Deep Learning with A Minimax Model
To take the power of both worlds, we propose a novel X-model by simultaneously encouraging the invariance to {data stochasticity} and {model stochasticity}.
Catastrophic Forgetting Meets Negative Transfer: Batch Spectral Shrinkage for Safe Transfer Learning
Before sufficient training data is available, fine-tuning neural networks pre-trained on large-scale datasets substantially outperforms training from random initialization.
Transferability vs. Discriminability: Batch Spectral Penalization for Adversarial Domain Adaptation
In this paper, a series of experiments based on spectral analysis of the feature representations have been conducted, revealing an unexpected deterioration of the discriminability while learning transferable features adversarially.
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