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Conclusion and Perspectives, References & Supplementary Materials: Our Journey With ARC

19 Apr 2024

We have presented a novel and general approach to efficiently learn skills at tasks that consist in generating structured outputs as a function

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Evaluation Our Approach on ARC and Beyond: A Look Back at Our Experiments

19 Apr 2024

In this section, we first evaluate our approach on ARC, comparing it to existing approaches in terms of success rates, efficiency, model complexity, and more

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MDL-based Model Learning: How It Works

13 Apr 2024

MDL-based learning works by searching for the model that compresses the data the more. The data to be compressed is here the set of training examples.

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Object-Centric Models for ARC Grids: A Deeper Look

13 Apr 2024

We introduce object-centric models as a mix of patterns and functions, in contrast to DSL-based programs that are only made of functions. We examplify them

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The Definition of Abstraction and Reasoning Corpus (ARC): A Beginner's Lesson

11 Apr 2024

The Abstraction and Reasoning Corpus (ARC) is a collection of tasks. Each task is made of training examples (3.3 on average) and test examples

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The Abstraction and Reasoning Corpus (ARC): Why It's Important

10 Apr 2024

The Abstraction and Reasoning Corpus (ARC) is a challenging benchmark, introduced to foster AI research towards human-level intelligence

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Account Abstraction, Analysed: Further Discussions

28 Mar 2024

Accounts within the Ethereum ecosystem serve as the bedrock for asset querying, storage, and transactions, constituting a pivotal element of its infrastructure.

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Account Abstraction, Analysed: Security Analysis

28 Mar 2024

Accounts within the Ethereum ecosystem serve as the bedrock for asset querying, storage, and transactions, constituting a pivotal element of its infrastructure.

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Account Abstraction, Analysed: Conclusion & References

28 Mar 2024

Accounts within the Ethereum ecosystem serve as the bedrock for asset querying, storage, and transactions, constituting a pivotal element of its infrastructure.