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03/06/2023
Globally Optimal Training of Neural Networks with Threshold Activation Functions
Threshold activation functions are highly preferable in neural networks ...
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02/13/2023
Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data
Language-supervised vision models have recently attracted great attentio...
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01/16/2022
Towards Sample-efficient Overparameterized Meta-learning
An overarching goal in machine learning is to build a generalizable mode...
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02/14/2021
