research
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09/13/2021
Online Unsupervised Learning of Visual Representations and Categories
Real world learning scenarios involve a nonstationary distribution of cl...
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02/19/2021
Training cascaded networks for speeded decisions using a temporal-difference loss
Although deep feedforward neural networks share some characteristics wit...
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07/09/2020
Wandering Within a World: Online Contextualized Few-Shot Learning
We aim to bridge the gap between typical human and machine-learning envi...
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04/02/2020
In Automation We Trust: Investigating the Role of Uncertainty in Active Learning Systems
We investigate how different active learning (AL) query policies coupled...
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11/20/2019
MMTM: Multimodal Transfer Module for CNN Fusion
In late fusion, each modality is processed in a separate unimodal Convol...
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01/17/2019