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11/15/2022
HMOE: Hypernetwork-based Mixture of Experts for Domain Generalization
Due to the domain shift, machine learning systems typically fail to gene...
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10/03/2022
Module-wise Training of Residual Networks via the Minimizing Movement Scheme
Greedy layer-wise or module-wise training of neural networks is compelli...
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06/10/2021
A Neural Tangent Kernel Perspective of GANs
Theoretical analyses for Generative Adversarial Networks (GANs) generall...
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03/23/2021
SAFEval: Summarization Asks for Fact-based Evaluation
Summarization evaluation remains an open research problem: current metri...
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02/25/2020
BERT Can See Out of the Box: On the Cross-modal Transferability of Text Representations
Pre-trained language models such as BERT have recently contributed to si...
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05/30/2019
