[CVPR 2024] The official implementation of paper "synthesize, diagnose, and optimize: towards fine-grained vision-language understanding"
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Updated
Jul 24, 2024 - Jupyter Notebook
[CVPR 2024] The official implementation of paper "synthesize, diagnose, and optimize: towards fine-grained vision-language understanding"
Living Survey for papers on Compositional Generalization in NLP
A PyTorch implementation of ideal word computation.
A framework for applied category theory in the Julia language
Code for ICLR 2024 Paper: CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models
Maurer-Cartan-Lie frame connections ∇ Grassmann.jl TensorField derivations
Tensor algebra abstract type interoperability setup
Tangent bundle, vector space and Submanifold definition
Implementation of the "Learn No to Say Yes Better" paper.
Code for the CCE algorithm proposed in "Towards Compositionality in Concept Learning" at ICML 2024.
Code for Recursive Neural Programs: A differentiable framework for learning compositional part-whole hierarchies and image grammars
Implementing a transformer model for the SCAN compositionality tasks.
Official implementation and dataset for the NAACL 2024 paper "ComCLIP: Training-Free Compositional Image and Text Matching"
Source code and supplementary material for DIRAC: Diffusion-Based Representation Learning for Modality-Agnostic Compositionality
This repository contains RMarkdown with code to analyse sound similarity in novel vocalizations..
A curated list of Composable AI methods: Building AI system by composing modules.
SVIB: Systematic Visual Imagination Benchmark
[ICCV 2023] Unsupervised Compositional Concepts Discovery with Text-to-Image Generative Models
Codebase for analysing compositional generalisation in NMT models, which allows you to run systematicity, productivity, substitutivity and idiom processing analyses.
Experiments and data for the paper "When and why vision-language models behave like bags-of-words, and what to do about it?" Oral @ ICLR 2023
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