zero-shot-learning · GitHub Topics

#Awesome#A collection of AWESOME things about domian adaptation

transfer-learning domain-adaptation adversarial-learning image-translation Awesome Lists Bukkit zero-shot-learning few-shot-learning optimal-transport

5.28 k

8 个月前

DSXiangLi / DecryptPrompt

#大语言模型#总结Prompt&LLM论文，开源数据&模型，AIGC应用

demonstration in-context-learning prompt few-shot-learning zero-shot-learning aigc papers prompt-tuning instruction-tuning chain-of-thought ChatGPT 大语言模型 llm-agent prompt-engineering

HTML 3.08 k

6 天前

CVI-SZU / Linly

#自然语言处理#Chinese-LLaMA 1&2、Chinese-Falcon 基础模型；ChatFlow中文对话模型；中文OpenLLaMA模型；NLP预训练/指令微调数据集

bert gpt-3 language-model llama 自然语言处理 zero-shot-learning 聊天机器人 ChatGPT 中文 chinese-nlp

Python 3.06 k

1 年前

sudharsan13296 / Awesome-Meta-Learning

A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.

metalearning zero-shot-learning few-shot-learning

1.53 k

5 年前

sudharsan13296 / Hands-On-Meta-Learning-With-Python

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

metalearning maml reptile Tensorflow few-shot-learning siamese-network Keras reinforcement-learning zero-shot-learning

Jupyter Notebook 1.21 k

4 年前

quqxui / Awesome-LLM4IE-Papers

Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

data-augmentation few-shot-learning in-context-learning information-extraction large-language-models named-entity-recognition relation-extraction zero-shot-learning

969

7 个月前

sbharadwajj / awesome-zero-shot-learning

#Awesome#A curated list of papers, code and resources pertaining to zero shot learning

zero-shot-learning 深度学习 Awesome Lists papers

922

4 年前

ttengwang / Awesome_Prompting_Papers_in_Computer_Vision

A curated list of prompt-based paper in computer vision and vision-language learning.

prompt-learning adapter few-shot-learning prompt-tuning zero-shot-learning visual-prompt parameter-efficient-tuning

921

1 年前

NVlabs / ODISE

#计算机科学#Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]

深度学习 instance-segmentation panoptic-segmentation PyTorch semantic-segmentation diffusion-models text-image-retrieval zero-shot-learning open-vocabulary-segmentation

Python 913

1 年前

BatsResearch / bonito

#大语言模型#A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.

大语言模型 synthetic-data synthetic-dataset-generation zero-shot-learning domain-adaptation gpt task-adaptation

Python 778

4 个月前

NVlabs / GroupViT

Official PyTorch implementation of GroupViT: Semantic Segmentation Emerges from Text Supervision, CVPR 2022.

image-text-matching transformers zero-shot-learning semantic-segmentation

Python 761

3 年前

lucidrains / x-clip

#计算机科学#A concise but complete implementation of CLIP with various experimental improvements from recent papers

人工智能深度学习 contrastive-learning zero-shot-learning multi-modal-learning

Python 713

2 年前

MiracleYoung / You-are-Pythonista

汇聚【Python应用】【Python实训】【Python技术分享】等等

Python learning-python zero-shot-learning python-script python-project python-programming-exercises

Python 703

1 年前

clue-ai / PromptCLUE

PromptCLUE, 全中文任务支持零样本学习模型

中文 gpt-3 multitask-learning pretrained-models t5-model zero-shot-learning few-shot-learning transfer-learning bert prompt-tuning roberta

Jupyter Notebook 663

2 年前

ChenWu98 / cycle-diffusion

[ICCV 2023] A latent space for stochastic diffusion models

diffusion-models generative-models image-to-image-translation stable-diffusion text-to-image zero-shot-learning image-synthesis

Python 627

1 年前

zhengli97 / Awesome-Prompt-Adapter-Learning-for-VLMs

A curated list of awesome prompt/adapter learning methods for vision-language models like CLIP.

paper-list prompt-learning vision-language-model few-shot-learning zero-shot-learning

564

7 天前

bigscience-workshop / xmtf

Crosslingual Generalization through Multitask Finetuning

instruction-tuning large-language-models multitask-learning language-models bloom t5 zero-shot-learning

Jupyter Notebook 535

9 个月前

CLUEbenchmark / pCLUE

#数据仓库#pCLUE: 1000000+多任务提示学习数据集

中文数据集 multi-task-learning prompt-learning zero-shot-learning

Jupyter Notebook 495

3 年前

diffusion-classifier / diffusion-classifier

#计算机科学#Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training

classification 机器视觉深度学习 diffusion diffusion-models generative generative-models 机器学习 robustness supervised-learning zero-shot-classification zero-shot-learning

Python 459

1 年前

EnnengYang / Awesome-Model-Merging-Methods-Theories-Applications

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.

attack-defense continual-learning ensemble-learning federated-learning generalization generative-model large-language-models model-merging multi-domain-learning multi-task-learning robustness diffusion-models few-shot-learning foundation-models meta-learning transfer-learning zero-shot-learning 大语言模型

432

4 天前