Generative Adversarial Transformers
A framework for applied category theory in the Julia language
[ECCV 2022] Compositional Generation using Diffusion Models
ACT community resources
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
[Neurips 2023 & TPAMI] T2I-CompBench (++) for Compositional Text-to-image Generation Evaluation
A curated list of Composable AI methods: Building AI system by composing modules.
#计算机科学#[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
Tangent bundle, vector space and Submanifold definition
Tensor algebra abstract type interoperability setup
[CVPR 2024] The official implementation of paper "synthesize, diagnose, and optimize: towards fine-grained vision-language understanding"
Official implementation and dataset for the NAACL 2024 paper "ComCLIP: Training-Free Compositional Image and Text Matching"
#计算机科学#Implementation of the "Learn No to Say Yes Better" paper.
Multimodal Graph Network (MGN): Code repo, examples from the paper
#自然语言处理#Code for ICLR 2024 Paper: CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models