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05/01/2021
Sparse Pose Trajectory Completion
We propose a method to learn, even using a dataset where objects appear ...
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06/21/2019
Connectivity-Optimized Representation Learning via Persistent Homology
We study the problem of learning representations with controllable conne...
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05/27/2019
Semantic Fisher Scores for Task Transfer: Using Objects to Classify Scenes
The transfer of a neural network (CNN) trained to recognize objects to t...
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01/13/2018
Feature Space Transfer for Data Augmentation
The problem of data augmentation in feature space is considered. A new a...
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12/08/2016
AGA: Attribute Guided Augmentation
We consider the problem of data augmentation, i.e., generating artificia...
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07/26/2016