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12/15/2022
Efficient Long Sequence Modeling via State Space Augmented Transformer
Transformer models have achieved superior performance in various natural...
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05/04/2021
Representation Learning for Clustering via Building Consensus
In this paper, we focus on deep clustering and unsupervised representati...
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10/03/2020
Consensus Clustering with Unsupervised Representation Learning
Recent advances in deep clustering and unsupervised representation learn...
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03/18/2020
Self-Supervised Contextual Bandits in Computer Vision
Contextual bandits are a common problem faced by machine learning practi...
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02/18/2020
Data Transformation Insights in Self-supervision with Clustering Tasks
Self-supervision is key to extending use of deep learning for label scar...
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09/12/2018
A Unified Batch Online Learning Framework for Click Prediction
We present a unified framework for Batch Online Learning (OL) for Click ...
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04/18/2018