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10/27/2022
Modelling of discrete extremes through extended versions of discrete generalized Pareto distribution
The statistical modelling of integer-valued extremes such as large avala...
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01/19/2022
Enhanced Performance of Pre-Trained Networks by Matched Augmentation Distributions
There exists a distribution discrepancy between training and testing, in...
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07/23/2021
Resource Efficient Mountainous Skyline Extraction using Shallow Learning
Skyline plays a pivotal role in mountainous visual geo-localization and ...
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02/15/2021
Self-Supervised Features Improve Open-World Learning
This is a position paper that addresses the problem of Open-World learni...
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11/25/2020
Open-World Learning Without Labels
Open-world learning is a problem where an autonomous agent detects thing...
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11/11/2020
Automatic Open-World Reliability Assessment
Image classification in the open-world must handle out-of-distribution (...
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05/21/2018