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06/08/2023
Robust Learning with Progressive Data Expansion Against Spurious Correlation
While deep learning models have shown remarkable performance in various ...
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08/04/2022
Towards Understanding Mixture of Experts in Deep Learning
The Mixture-of-Experts (MoE) layer, a sparsely-activated model controlle...
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08/09/2020
Fast Gradient Projection Method for Text Adversary Generation and Adversarial Training
Adversarial training has shown effectiveness and efficiency in improving...
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11/27/2018
Adaptive Wavelet Clustering for Highly Noisy Data
In this paper we make progress on the unsupervised task of mining arbitr...
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11/27/2018