Enhancing the vision transformer (ViT) architecture to solve the Abstraction and Reasoning Corpus.
|
Tackling the Abstraction and Reasoning Corpus with Vision Transformers: the Importance of 2D Representation, Positions, and Objects (Preprint)
Wenhao Li,
Yudong Xu,
Scott Sanner,
Elias B. Khalil
Paper
/
Tweet
/
|
An exploration of LLMs' ability to solve the Abstraction and Reasoning Corpus.
|
LLMs and the Abstraction and Reasoning Corpus: Successes, Failures, and the Importance of Object-based Representations (TMLR-2024)
Yudong Xu,
Wenhao Li,
Pashootan Vaezipoor,
Scott Sanner,
Elias B. Khalil
In Transactions on Machine Learning Research
Website
/
Paper
/
Data
/
Tweet
/
|
A graph-based symbolic AI approach to solving the Abstraction and Reasoning Corpus.
|
Graphs, Constraints, and Search for the Abstraction and Reasoning Corpus (AAAI-2023)
Yudong Xu,
Elias B. Khalil,
Scott Sanner
In Proceedings of the 37th AAAI Conference on Artificial Intelligence
Paper
/
Code
/
Poster
/
Slides
/
|
|