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04/05/2022
Data Augmentation for Intent Classification with Off-the-shelf Large Language Models
Data augmentation is a widely employed technique to alleviate the proble...
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08/28/2020
A Realistic Fish-Habitat Dataset to Evaluate Algorithms for Underwater Visual Analysis
Visual analysis of complex fish habitats is an important step towards su...
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07/03/2020
LOOC: Localize Overlapping Objects with Count Supervision
Acquiring count annotations generally requires less human effort than po...
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07/02/2019
Where are the Masks: Instance Segmentation with Image-level Supervision
A major obstacle in instance segmentation is that existing methods often...
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06/14/2019
Instance Segmentation with Point Supervision
Instance segmentation methods often require costly per-pixel labels. We ...
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05/16/2019
Efficient Deep Gaussian Process Models for Variable-Sized Input
Deep Gaussian processes (DGP) have appealing Bayesian properties, can ha...
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07/25/2018
Where are the Blobs: Counting by Localization with Point Supervision
Object counting is an important task in computer vision due to its growi...
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06/01/2015