First Steps of an Approach to the ARC Challenge based on Descriptive Grid Models and the Minimum Description Length Principle

1 December 2021

Papers citing "First Steps of an Approach to the ARC Challenge based on Descriptive Grid Models and the Minimum Description Length Principle"

9 / 9 papers shown

Title
Tackling the Abstraction and Reasoning Corpus with Vision Transformers: the Importance of 2D Representation, Positions, and Objects Wenhao Li Yudong Xu Scott Sanner Elias Boutros Khalil ViT 36 3 0 08 Oct 2024
CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay Natasha Butt Blazej Manczak Auke Wiggers Corrado Rainone David W. Zhang Michaël Defferrard Taco S. Cohen ReLM LRM 46 17 0 07 Feb 2024
Large Language Model (LLM) as a System of Multiple Expert Agents: An Approach to solve the Abstraction and Reasoning Corpus (ARC) Challenge J. Tan Mehul Motani LLMAG 44 8 0 08 Oct 2023
Textbooks Are All You Need II: phi-1.5 technical report Yuan-Fang Li Sébastien Bubeck Ronen Eldan Allison Del Giorno Suriya Gunasekar Yin Tat Lee ALM LRM 31 438 0 11 Sep 2023
Large Language Models as General Pattern Machines Suvir Mirchandani F. Xia Peter R. Florence Brian Ichter Danny Driess Montse Gonzalez Arenas Kanishka Rao Dorsa Sadigh Andy Zeng LLMAG 51 184 0 10 Jul 2023
LLMs and the Abstraction and Reasoning Corpus: Successes, Failures, and the Importance of Object-based Representations Yudong Xu Wenhao Li Pashootan Vaezipoor Scott Sanner Elias Boutros Khalil LRM 28 54 0 26 May 2023
The ConceptARC Benchmark: Evaluating Understanding and Generalization in the ARC Domain A. Moskvichev Victor Vikram Odouard Melanie Mitchell 15 67 0 11 May 2023
$A Neurodiversity-Inspired Solver for the Abstraction \& Reasoning Corpus (ARC) Using Visual Imagery and Program Synthesis$ A Neurodiversity-Inspired Solver for the Abstraction \& Reasoning Corpus (ARC) Using Visual Imagery and Program Synthesis James Ainooson Deepayan Sanyal Joel Michelson Yu’an Yang M. Kunda 11 7 0 18 Feb 2023
Graphs, Constraints, and Search for the Abstraction and Reasoning Corpus Yudong Xu Elias Boutros Khalil Scott Sanner GNN 16 29 0 18 Oct 2022