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33
research
∙ 06/27/2022

Guillotine Regularization: Improving Deep Networks Generalization by Removing their Head

One unexpected technique that emerged in recent years consists in traini...
Florian Bordes, et al. ∙
11
research
∙ 06/28/2022

DayDreamer: World Models for Physical Robot Learning

To solve tasks in complex environments, robots need to learn from experi...
Philipp Wu, et al. ∙
257
research
∙ 06/20/2022

Visualizing and Understanding Self-Supervised Vision Learning

Self-Supervised vision learning has revolutionized deep learning, becomi...
Fawaz Sammani, et al. ∙
10
research
∙ 06/28/2022

SSL-Lanes: Self-Supervised Learning for Motion Forecasting in Autonomous Driving

Self-supervised learning (SSL) is an emerging technique that has been su...
Prarthana Bhattacharyya, et al. ∙
27
research
∙ 06/27/2022

Prisoners of Their Own Devices: How Models Induce Data Bias in Performative Prediction

The unparalleled ability of machine learning algorithms to learn pattern...
José Pombal, et al. ∙

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