compositionality

Star

Here are 41 public repositories matching this topic...

Language:All

Filter by language

All41 Python23 Julia5 Jupyter Notebook3 HTML1 Lua1 NewLisp1 TeX1 TypeScript1 Vue1

Sort:Most stars

Sort options

Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

dorarad /gansformer

Star1.3k

Generative Adversarial Transformers

transformers attention image-generation gans generative-adversarial-networks compositionality scene-generation

UpdatedJun 14, 2022
Python

AlgebraicJulia /Catlab.jl

Star637

A framework for applied category theory in the Julia language

julia category-theory applied-category-theory compositionality wiring-diagrams string-diagrams

UpdatedMar 6, 2025
Julia

energy-based-model /Compositional-Visual-Generation-with-Composable-Diffusion-Models-PyTorch

Star469

[ECCV 2022] Compositional Generation using Diffusion Models

generative-model ebm energy-based-model compositionality diffusion-models

UpdatedAug 19, 2024
Jupyter Notebook

statebox /awesome-applied-ct

Star468

ACT community resources

category-theory references curated-list applied-category-theory compositionality

UpdatedNov 26, 2019

mertyg /vision-language-models-are-bows

Star270

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

pytorch clip blip multimodal compositionality vision-language

UpdatedJun 7, 2023
Python

Karine-Huang /T2I-CompBench

Star245

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

benchmark dataset text-to-image compositionality

UpdatedMar 18, 2025
Python

Adamdad /Awesome-ComposableAI

Star193

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

ai composability compositionality model-reuse compositional-generalization

UpdatedNov 24, 2023

pathak22 /modular-assemblies

Star116

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

reinforcement-learning deep-learning assembly morphology artificial-intelligence modularity compositionality artificial-creatures

UpdatedDec 13, 2019
Python

HKUNLP /icl-ceil

Star98

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

retrieval metric-learning determinantal-point-processes compositionality in-context-learning large-language-models

UpdatedMar 15, 2023
Python

eric-ai-lab /VLMbench

Star90

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

language-grounding vision-and-language robotic-manipulation compositionality embodied-ai

UpdatedMar 5, 2023
Python

FranxYao /Distributional-Generalization-in-Natural-Language-Processing

Star88

Distributional Generalization in NLP. A roadmap.

semantics semantic-parsing learning-theory generalization compositionality compositional-generalization

UpdatedDec 12, 2022
Jupyter Notebook

nanlliu /Unsupervised-Compositional-Concepts-Discovery

Star82

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

decomposition generative-models energy-based-model compositionality diffusion-models

UpdatedOct 17, 2023
Python

zhihou7 /HOI-CL

Star80

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

transfer-learning affordance compositionality hoi eccv2020 affordance-learning compositional-learning cvpr2021 hico-det eccv2022

UpdatedMar 5, 2023
Python

chakravala /DirectSum.jl

Sponsor

Star50

Tangent bundle, vector space and Submanifold definition

math linear-algebra functor category-theory tensors type-system manifold tensor-algebra abstract-algebra manifolds applied-category-theory compositionality

UpdatedMar 10, 2025
Julia

chakravala /AbstractTensors.jl

Sponsor

Star43

Tensor algebra abstract type interoperability setup

math linear-algebra functor category-theory tensor type-system manifold tensor-algebra manifolds applied-category-theory compositionality

UpdatedNov 18, 2024
Julia

wjpoom /SPEC

Star40

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

language computer-vision vision clip image-retrieval fine-grained robustness text-retrieval multimodal compositionality vision-language vision-language-model cvpr2024 compostional

UpdatedFeb 23, 2025
Jupyter Notebook

eric-ai-lab /ComCLIP

Star35

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

causality clip svo slip vision-and-language compositionality flickr8k-dataset image-text-matching flickr30k image-text-retrieval winoground blip2

UpdatedAug 18, 2024
Python

jaisidhsingh /CoN-CLIP

Star30

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

deep-learning pytorch multimodal compositionality image-captions image-text-matching visual-language-models

UpdatedMar 3, 2025
Python

raeidsaqur /mgn

Star23

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

program-synthesis vqa compositionality gnn

UpdatedApr 30, 2021
Python

ytaek-oh /fsc-clip

Star15

[EMNLP 2024] Preserving Multi-Modal Capabilities of Pre-trained VLMs for Improving Vision-Linguistic Compositionality

compositionality zero-shot-classification image-text-retrieval vision-language-models

UpdatedOct 8, 2024
Python

Improve this page

Add a description, image, and links to thecompositionality topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with thecompositionality topic, visit your repo's landing page and select "manage topics."

Learn more

Movatterモバイル変換

Navigation Menu

Search code, repositories, users, issues, pull requests...

Provide feedback

Saved searches

Use saved searches to filter your results more quickly