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04/18/2022
Benchmarking Domain Generalization on EEG-based Emotion Recognition
Electroencephalography (EEG) based emotion recognition has demonstrated ...
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06/17/2021
Joining datasets via data augmentation in the label space for neural networks
Most, if not all, modern deep learning systems restrict themselves to a ...
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06/08/2021
A critical look at the current train/test split in machine learning
The randomized or cross-validated split of training and testing sets has...
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04/29/2020
Interactive Rainbow Score: A Visual-centered Multimodal Flute Tutoring System
Learning to play an instrument is intrinsically multimodal, and we have ...
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05/27/2019
Levenshtein Transformer
Modern neural sequence generation models are built to either generate to...
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02/26/2018
Retrieval-Augmented Convolutional Neural Networks for Improved Robustness against Adversarial Examples
We propose a retrieval-augmented convolutional network and propose to tr...
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04/25/2016