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