Popular GitHub Repositories for Generalisation

The official repository for our paper "The Neural Data Router: Adaptive Control Flow in Transformers Improves Systematic Generalization".

Code from the article: "The Role of Disentanglement in Generalisation" (ICLR, 2021).

GreenAug: Green Screen Augmentation Enables Scene Generalisation in Robotic Manipulation

A novel brain-inspired deep imitation method with strong generalisation ability.

Code from the article: "Lost in Latent Space: Examining Failures of Disentangled Models at Combinatorial Generalisaton" (NeurIPS, 2022)

Framework for benchmarking black-box adversarial attacks, modeled with ES.

Polynomials are mathematical objects which are expressions of variables and coefficients added to-gether. These polynomials can use operator overloading in a very intuitive manner since most of the operators that we can overload are mathematical operators, which can also be applied to polynomials.