compositionality

Generative Adversarial Transformers

A framework for applied category theory in the Julia language

[ECCV 2022] Compositional Generation using Diffusion Models

ACT community resources

[Neurips 2023 & TPAMI] T2I-CompBench (++) for Compositional Text-to-image Generation Evaluation

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

Anvil is an experimental framework to build practical, formally verified, cluster management controllers.

A curated list of Composable AI methods: Building AI system by composing modules.

[NeurIPS 2019] Code for the paper "Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity"

[ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.

NeurIPS 2022 Paper "VLMbench: A Compositional Benchmark for Vision-and-Language Manipulation"

Distributional Generalization in NLP. A roadmap.

[ICCV 2023] Unsupervised Compositional Concepts Discovery with Text-to-Image Generative Models

Series of work (ECCV2020, CVPR2021, CVPR2021, ECCV2022) about Compositional Learning for Human-Object Interaction Exploration

[CVPR 2024] The official implementation of paper "synthesize, diagnose, and optimize: towards fine-grained vision-language understanding"

Tangent bundle, vector space and Submanifold definition

Tensor algebra abstract type interoperability setup

Implementation of the "Learn No to Say Yes Better" paper.

Official implementation and dataset for the NAACL 2024 paper "ComCLIP: Training-Free Compositional Image and Text Matching"

Multimodal Graph Network (MGN): Code repo, examples from the paper