Projects in Awesome Lists tagged with compositionality

https://github.com/dorarad/gansformer

Generative Adversarial Transformers

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

Last synced: 15 Dec 2024

https://github.com/algebraicjulia/catlab.jl

A framework for applied category theory in the Julia language

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

Last synced: 20 Dec 2024

https://github.com/AlgebraicJulia/Catlab.jl

A framework for applied category theory in the Julia language

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

Last synced: 08 Nov 2024

https://github.com/energy-based-model/Compositional-Visual-Generation-with-Composable-Diffusion-Models-PyTorch

[ECCV 2022] Compositional Generation using Diffusion Models

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

Last synced: 31 Oct 2024

https://github.com/adamdad/awesome-composableai

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

ai composability compositional-generalization compositionality model-reuse

Last synced: 16 Nov 2024

https://github.com/pathak22/modular-assemblies

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

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

Last synced: 14 Nov 2024

https://github.com/mertyg/vision-language-models-are-bows

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

blip clip compositionality multimodal pytorch vision-language

Last synced: 19 Nov 2024

https://github.com/franxyao/distributional-generalization-in-natural-language-processing

Distributional Generalization in NLP. A roadmap.

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

Last synced: 12 Nov 2024

https://github.com/nanlliu/Unsupervised-Compositional-Concepts-Discovery

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

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

Last synced: 30 Oct 2024

https://github.com/chakravala/directsum.jl

Tangent bundle, vector space and Submanifold definition

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

Last synced: 18 Nov 2024

https://github.com/chakravala/abstracttensors.jl

Tensor algebra abstract type interoperability setup

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

Last synced: 18 Nov 2024

https://github.com/wjpoom/SPEC

[CVPR' 24] The official implementation of paper "synthesize, diagnose, and optimize: towards fine-grained vision-language understanding"

clip compositionality computer-vision fine-grained multimodal vision-language vision-language-model

Last synced: 30 Nov 2024

https://github.com/doubledaibo/compcaption_neurips2018

A Neural Compositional Paradigm for Image Captioning

compositionality image-captioning neurips-2018 nlp

Last synced: 28 Oct 2024

https://github.com/chakravala/Cartan.jl

Maurer-Cartan-Lie frame connections ∇ Grassmann.jl TensorField derivations

applied-category-theory calculus clifford-algebras compositionality computational-geometry computational-topology curvature differential-geometry discrete-exterior-calculus general-relativity geometric-algebra hyperbolic-geometry lie-groups manifolds mesh-processing non-euclidean-geometry riemannian-geometry tensor tensor-algebra topology

Last synced: 29 Nov 2024

https://github.com/chakravala/cartan.jl

Maurer-Cartan-Lie frame connections ∇ Grassmann.jl TensorField derivations

applied-category-theory calculus clifford-algebras compositionality computational-geometry computational-topology curvature differential-geometry discrete-exterior-calculus general-relativity geometric-algebra hyperbolic-geometry lie-groups manifolds mesh-processing non-euclidean-geometry riemannian-geometry tensor tensor-algebra topology

Last synced: 18 Nov 2024

https://github.com/tomekkorbak/measuring-non-trivial-compositionality

Code accompanying the paper Measuring non-trivial compositionality in emergent communication

compositionality deep-learning emergent-communication generalization representation-learning

Last synced: 24 Oct 2024

https://github.com/icetube23/ideal_words

A PyTorch implementation of ideal word computation.

compositionality deep-learning ideal-words interpretability linear-spaces-of-meaning pytorch vision-language-model

Last synced: 22 Nov 2024

https://github.com/tomekkorbak/compositional-communication-via-template-transfer

Code acompanying the paper Developmentally motivated emergence of compositional communication via template transfer

communication compositionality computational-linguistics deep-learning emergent-communication gumbel-softmax language multi-agent signaling-games transfer-learning

Last synced: 15 Dec 2024