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compositional-generalization icon compositional-generalization

[NeurIPS 2022] Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergent Language

disent-and-gen icon disent-and-gen

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

falcon-release icon falcon-release

PyTorch implementation of FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations

iodine icon iodine

PyTorch re-implementation of Multi-Object Representation Learning with Iterative Variational Inference

kagnet icon kagnet

Knowledge-Aware Graph Networks for Commonsense Reasoning (EMNLP-IJCNLP 19)

n2nmn icon n2nmn

Code release for Hu et al. Learning to Reason: End-to-End Module Networks for Visual Question Answering. in ICCV, 2017

ns-vqa icon ns-vqa

Neural-symbolic visual question answering

qagnn icon qagnn

[NAACL 2021] QAGNN: Question Answering using Language Models and Knowledge Graphs 🤖

vcml icon vcml

PyTorch implementation of paper "Visual Concept-Metaconcept Learner", NeruIPS 2019

vct icon vct

[NeurIPS 2022] code for "Visual Concepts Tokenization"

virel icon virel

ViRel: Unsupervised Visual Relations Discovery with Graph-level Analogy

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