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08/15/2023
Action Class Relation Detection and Classification Across Multiple Video Datasets
The Meta Video Dataset (MetaVD) provides annotated relations between act...
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01/04/2023
Learning Decorrelated Representations Efficiently Using Fast Fourier Transform
Barlow Twins and VICReg are self-supervised representation learning mode...
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12/07/2021
Training Deep Models to be Explained with Fewer Examples
Although deep models achieve high predictive performance, it is difficul...
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07/03/2020
Gaussian Process Regression with Local Explanation
Gaussian process regression (GPR) is a fundamental model used in machine...
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03/13/2020
Neural Generators of Sparse Local Linear Models for Achieving both Accuracy and Interpretability
For reliability, it is important that the predictions made by machine le...
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03/10/2020
Video Caption Dataset for Describing Human Actions in Japanese
In recent years, automatic video caption generation has attracted consid...
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04/12/2018
STAIR Actions: A Video Dataset of Everyday Home Actions
A new large-scale video dataset for human action recognition, called STA...
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02/01/2018
A Nonparametric Delayed Feedback Model for Conversion Rate Prediction
Predicting conversion rates (CVRs) in display advertising (e.g., predict...
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08/11/2017
Learning from Noisy Label Distributions
In this paper, we consider a novel machine learning problem, that is, le...
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05/02/2017