taylor expansion
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- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (0.68)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Uncertainty > Bayesian Inference (0.50)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning > Regression (0.40)
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QT-ViT: Improving Linear Attention in ViT with Quadratic Taylor Expansion
In this paper, we propose QT -ViT models that improve the previous linear self-attention using quadratic Taylor expansion.
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Smooth Hess: ReLU Network Feature Interactions via Stein's Lemma
SmoothHess is applied post-hoc, requires no modifications to the ReLU network architecture, and the extent of smoothing can be controlled explicitly.
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- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
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- Information Technology > Communications > Networks (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.93)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.93)
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Self-SupervisedLearningvia MaximumEntropyCoding
Self-supervised learning (SSL) aims to learn rich and meaningful representations without relying onhumanannotations.
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- Europe > Switzerland > Zürich > Zürich (0.14)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
- North America > United States > Massachusetts > Hampshire County > Amherst (0.04)
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