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05/12/2023
ActUp: Analyzing and Consolidating tSNE and UMAP
tSNE and UMAP are popular dimensionality reduction algorithms due to the...
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06/20/2022
GiDR-DUN; Gradient Dimensionality Reduction – Differences and Unification
TSNE and UMAP are two of the most popular dimensionality reduction algor...
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03/17/2022
Generalized Classification of Satellite Image Time Series with Thermal Positional Encoding
Large-scale crop type classification is a task at the core of remote sen...
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11/23/2021
Weakly-Supervised Cloud Detection with Fixed-Point GANs
The detection of clouds in satellite images is an essential preprocessin...
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11/04/2021
TimeMatch: Unsupervised Cross-Region Adaptation by Temporal Shift Estimation
The recent developments of deep learning models that capture the complex...
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10/30/2021
On Quantitative Evaluations of Counterfactuals
As counterfactual examples become increasingly popular for explaining de...
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08/12/2021
TextBenDS: a generic Textual data Benchmark for Distributed Systems
Extracting top-k keywords and documents using weighting schemes are popu...
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05/03/2021
Learning by Design: Structuring and Documenting the Human Choices in Machine Learning Development
The influence of machine learning (ML) is quickly spreading, and a numbe...
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03/25/2021
ECINN: Efficient Counterfactuals from Invertible Neural Networks
Counterfactual examples identify how inputs can be altered to change the...
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02/11/2021
A reproduction of Apple's bi-directional LSTM models for language identification in short strings
Language Identification is the task of identifying a document's language...
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12/04/2019