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02/09/2023
An Investigation into Pre-Training Object-Centric Representations for Reinforcement Learning
Unsupervised object-centric representation (OCR) learning has recently d...
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07/20/2021
Generative Video Transformer: Can Objects be the Words?
Transformers have been successful for many natural language processing t...
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06/29/2020
Robustifying Sequential Neural Processes
When tasks change over time, meta-transfer learning seeks to improve the...
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06/24/2019
Sequential Neural Processes
Neural processes combine the strengths of neural networks and Gaussian p...
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04/26/2019
One-Shot Learning for Text-to-SQL Generation
Most deep learning approaches for text-to-SQL generation are limited to ...
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06/11/2018
Bayesian Model-Agnostic Meta-Learning
Learning to infer Bayesian posterior from a few-shot dataset is an impor...
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04/16/2018
