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09/11/2023
Uncovering mesa-optimization algorithms in Transformers
Transformers have become the dominant model in deep learning, but the re...
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06/12/2023
Engaging Google Teams Through Moral Imagination: A Bottom-Up Approach for Responsible Innovation and Ethical Culture Change in Technology Companies
We propose a 'Moral Imagination' methodology to facilitate a culture of ...
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12/26/2022
Large Language Models Encode Clinical Knowledge
Large language models (LLMs) have demonstrated impressive capabilities i...
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08/19/2022
Federated Select: A Primitive for Communication- and Memory-Efficient Federated Learning
Federated learning (FL) is a framework for machine learning across heter...
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07/29/2021
UIBert: Learning Generic Multimodal Representations for UI Understanding
To improve the accessibility of smart devices and to simplify their usag...
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04/10/2021
Meta-Learning Bidirectional Update Rules
In this paper, we introduce a new type of generalized neural network whe...
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08/11/2020
Image segmentation via Cellular Automata
In this paper, we propose a new approach for building cellular automata ...
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11/15/2019
Generative Models for Effective ML on Private, Decentralized Datasets
To improve real-world applications of machine learning, experienced mode...
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11/29/2017
