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02/27/2023
Connectivity Optimized Nested Graph Networks for Crystal Structures
Graph neural networks (GNNs) have been applied to a large variety of app...
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07/17/2022
HyperInvariances: Amortizing Invariance Learning
Providing invariances in a given learning task conveys a key inductive b...
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04/15/2022
Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference
Few-shot learning (FSL) is an important and topical problem in computer ...
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04/22/2021
H2O: Two Hands Manipulating Objects for First Person Interaction Recognition
We present, for the first time, a comprehensive framework for egocentric...
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08/25/2020
HoloLens 2 Research Mode as a Tool for Computer Vision Research
Mixed reality headsets, such as the Microsoft HoloLens 2, are powerful s...
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09/05/2019
Independent Subspace Analysis for Unsupervised Learning of Disentangled Representations
Recently there has been an increased interest in unsupervised learning o...
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05/23/2018