compositionality

There are 1 repository under compositionality topic.

dorarad / gansformer
Generative Adversarial Transformers
transformers gans generative-adversarial-networks image-generation scene-generation compositionality attention
Language:Python 1309
AlgebraicJulia / Catlab.jl
A framework for applied category theory in the Julia language
applied-category-theory category-theory compositionality julia string-diagrams wiring-diagrams
Language:Julia 590
statebox / awesome-applied-ct
ACT community resources
applied-category-theory compositionality category-theory curated-list references
459
energy-based-model / Compositional-Visual-Generation-with-Composable-Diffusion-Models-PyTorch
[ECCV 2022] Compositional Generation using Diffusion Models
compositionality diffusion-models ebm generative-model energy-based-model
Language:Jupyter Notebook 434
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
multimodal pytorch vision-language blip clip compositionality
Language:Python 206
Adamdad / Awesome-ComposableAI
A curated list of Composable AI methods: Building AI system by composing modules.
ai composability model-reuse compositional-generalization compositionality
183
pathak22 / modular-assemblies
[NeurIPS 2019] Code for the paper "Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity"
reinforcement-learning artificial-intelligence deep-learning modularity compositionality artificial-creatures assembly morphology
Language:Python 112
HKUNLP / icl-ceil
[ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.
compositionality determinantal-point-processes in-context-learning large-language-models metric-learning retrieval
Language:Python 88
FranxYao / Distributional-Generalization-in-Natural-Language-Processing
Distributional Generalization in NLP. A roadmap.
compositional-generalization compositionality semantic-parsing semantics generalization learning-theory
Language:Jupyter Notebook 86
zhihou7 / HOI-CL
Series of work (ECCV2020, CVPR2021, CVPR2021, ECCV2022) about Compositional Learning for Human-Object Interaction Exploration
affordance affordance-learning compositional-learning compositionality cvpr2021 eccv2020 eccv2022 hico-det hoi transfer-learning
Language:Python 76
nanlliu / Unsupervised-Compositional-Concepts-Discovery
[ICCV 2023] Unsupervised Compositional Concepts Discovery with Text-to-Image Generative Models
diffusion-models compositionality decomposition energy-based-model generative-models
Language:Python 73
eric-ai-lab / VLMbench
NeurIPS 2022 Paper "VLMbench: A Compositional Benchmark for Vision-and-Language Manipulation"
compositionality embodied-ai language-grounding robotic-manipulation vision-and-language
Language:Python 71
chakravala / AbstractTensors.jl
Tensor algebra abstract type interoperability setup
tensor-algebra type-system tensor linear-algebra category-theory math manifold manifolds compositionality
Language:Julia 43
eric-ai-lab / ComCLIP
Official implementation and dataset for the NAACL 2024 paper "ComCLIP: Training-Free Compositional Image and Text Matching"
blip2 causality clip compositionality flickr30k flickr8k-dataset image-text-matching image-text-retrieval slip svo vision-and-language winoground
Language:Python 25
raeidsaqur / mgn
Multimodal Graph Network (MGN): Code repo, examples from the paper
compositionality gnn program-synthesis vqa
Language:Python 22
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 image-retrieval text-retrieval cvpr2024 language robustness vision
Language:Jupyter Notebook 20
i-machine-think / awesome-compositionality
A list of resources dedicated to compositionality
compositionality modular-learning awesome-list machine-learning deep-learning nlp
14
doubledaibo / compcaption_neurips2018
A Neural Compositional Paradigm for Image Captioning
image-captioning nlp neurips-2018 compositionality
Language:Lua 9
MurtyShikhar / TreeProjections
Tool to measure tree-structuredness of the internal algorithm learnt by a transformer
compositionality emergent-behavior syntax transformers
Language:Python 9
i-machine-think / compositionality_paradox_mt
Codebase for analysing compositional generalisation in NMT models, which allows you to run systematicity, productivity, substitutivity and idiom processing analyses.
compositionality interpretability
Language:NewLisp 8
tomekkorbak / measuring-non-trivial-compositionality
Code accompanying the paper Measuring non-trivial compositionality in emergent communication
compositionality emergent-communication representation-learning deep-learning generalization
Language:Python 6
backpropper / cbc-emecom
Code repository for Capacity, Bandwidth, and Compositionality in Emergent Language Learning (AAMAS 2020)
compositionality emergent-communication multi-agent
Language:Python 5
chakravala / TensorFields.jl
TensorFields with product topology using Grassmann element parameters
applied-category-theory calculus clifford-algebras compositionality computational-geometry differential-geometry discrete-exterior-calculus functor geometric-algebra linear-algebra manifold manifolds math scientific-computing sheaf-theory tensor tensor-algebra topology
Language:Julia 3
systematic-visual-imagination / svib
SVIB: Systematic Visual Imagination Benchmark
benchmark compositionality visual-imagination
Language:Python 2
avi-jit / compositional-generalization-lit-review
Living Survey for papers on Compositional Generalization in NLP
compositional-generalization compositionality literature-review natural-language-processing nlp nlp-machine-learning research-tool survey
Language:Vue 1
robertodessi / SCAN-CNN
Code and results for experiments of CNNs (fairseq, Gehring et al., ICML, 2017) on SCAN dataset (Lake & Baroni, ICML, 2018)
cnn neural-networks neural-machine-translation compositionality
Language:TeX 1
FishAres / RNP6
Code for Recursive Neural Programs: A differentiable framework for learning compositional part-whole hierarchies and image grammars
compositionality generative-ai hypernetworks
Language:Julia 0
tomekkorbak / compositional-communication-via-template-transfer
Code acompanying the paper Developmentally motivated emergence of compositional communication via template transfer
emergent-communication compositionality communication multi-agent language transfer-learning signaling-games deep-learning gumbel-softmax computational-linguistics
Language:Python 0
anonymsubicml24 / anonymsubicml24
Source code and supplementary material for DIRAC: Diffusion-Based Representation Learning for Modality-Agnostic Compositionality
audio compositionality diffusion-models images latent-space representation-learning
i-machine-think / matrics
Machine Metrics
compositionality metrics
Language:Python
sarkadava / Evolang2024_SoundSimilarity
This repository contains RMarkdown with code to analyse sound similarity in novel vocalizations..
compositionality euclidian-distance novel-vocalizations soundgen
Language:HTML
SondreWold / EquiScan
Implementing a transformer model for the SCAN compositionality tasks.
compositionality nlp seq2seq transformer
Language:Python

compositionality

dorarad / gansformer

AlgebraicJulia / Catlab.jl

statebox / awesome-applied-ct

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

mertyg / vision-language-models-are-bows

Adamdad / Awesome-ComposableAI

pathak22 / modular-assemblies

HKUNLP / icl-ceil

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

zhihou7 / HOI-CL

nanlliu / Unsupervised-Compositional-Concepts-Discovery

eric-ai-lab / VLMbench

chakravala / AbstractTensors.jl

eric-ai-lab / ComCLIP

raeidsaqur / mgn

wjpoom / SPEC

i-machine-think / awesome-compositionality

doubledaibo / compcaption_neurips2018

MurtyShikhar / TreeProjections

i-machine-think / compositionality_paradox_mt

tomekkorbak / measuring-non-trivial-compositionality

backpropper / cbc-emecom

chakravala / TensorFields.jl

systematic-visual-imagination / svib

avi-jit / compositional-generalization-lit-review

robertodessi / SCAN-CNN

FishAres / RNP6

tomekkorbak / compositional-communication-via-template-transfer

anonymsubicml24 / anonymsubicml24

i-machine-think / matrics

sarkadava / Evolang2024_SoundSimilarity

SondreWold / EquiScan