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04/29/2022
Flamingo: a Visual Language Model for Few-Shot Learning
Building models that can be rapidly adapted to numerous tasks using only...
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02/04/2021
Alchemy: A structured task distribution for meta-reinforcement learning
There has been rapidly growing interest in meta-learning as a method for...
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11/03/2020
Representation Matters: Improving Perception and Exploration for Robotics
Projecting high-dimensional environment observations into lower-dimensio...
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07/17/2020
AlignNet: Unsupervised Entity Alignment
Recently developed deep learning models are able to learn to segment sce...
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06/19/2019
Unsupervised Learning of Object Keypoints for Perception and Control
The study of object representations in computer vision has primarily foc...
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03/28/2018
Unsupervised Predictive Memory in a Goal-Directed Agent
Animals execute goal-directed behaviours despite the limited range and s...
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09/26/2016
Swipe Mosaics from Video
A panoramic image mosaic is an attractive visualization for viewing many...
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06/08/2016