zero-shot-learning

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zhaoxin94 /awesome-domain-adaptation

Star5.3k

A collection of AWESOME things about domian adaptation

paper awesome-list transfer-learning image-translation optimal-transport zero-shot-learning adversarial-learning domain-adaptation few-shot-learning

UpdatedOct 14, 2024

DSXiangLi /DecryptPrompt

Star3.1k

总结Prompt&LLM论文，开源数据&模型，AIGC应用

prompt papers demonstration zero-shot-learning few-shot-learning prompt-tuning in-context-learning aigc llm prompt-engineering chain-of-thought chatgpt instruction-tuning llm-agent

UpdatedJul 10, 2025

CVI-SZU /Linly

Star3.1k

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

nlp chatbot chinese chinese-nlp llama language-model bert zero-shot-learning gpt-3 chatgpt

UpdatedApr 14, 2024
Python

sudharsan13296 /Awesome-Meta-Learning

Star1.5k

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

one-shot-learning zero-shot-learning metalearning few-shot-learning deep-meta-learning meta-reinforcement

UpdatedNov 24, 2020

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

Star1.2k

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

reinforcement-learning tensorflow keras one-shot-learning reptile maml mann zero-shot-learning ntm shot-learning siamese-network relation-network metalearning few-shot-learning prototypical-networks meta-sgd matching-networks deep-meta-learning meta-imitation-learning prototypical-network

UpdatedSep 19, 2021
Jupyter Notebook

quqxui /Awesome-LLM4IE-Papers

Star979

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

information-extraction named-entity-recognition event-detection event-extraction data-augmentation relation-extraction zero-shot-learning few-shot-learning knowledge-graph-construction event-arguments cross-domain-learning in-context-learning large-language-models

UpdatedNov 18, 2024

sbharadwajj /awesome-zero-shot-learning

Star926

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

deep-learning awesome-list papers zero-shot-learning

UpdatedJul 28, 2021

ttengwang /Awesome_Prompting_Papers_in_Computer_Vision

Star921

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

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

UpdatedDec 18, 2023

NVlabs /ODISE

Star914

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

deep-learning pytorch semantic-segmentation zero-shot-learning instance-segmentation panoptic-segmentation open-world-classification diffusion-models text-image-retrieval open-vocabulary open-vocabulary-semantic-segmentation open-world-object-detection open-vocabulary-segmentation

UpdatedJul 6, 2024
Python

BatsResearch /bonito

Star784

A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.

gpt zero-shot-learning domain-adaptation synthetic-data synthetic-dataset-generation llm task-adaptation

UpdatedFeb 28, 2025
Python

NVlabs /GroupViT

Star766

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

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

UpdatedMay 10, 2022
Python

lucidrains /x-clip

Star711

A concise but complete implementation of CLIP with various experimental improvements from recent papers

deep-learning artificial-intelligence zero-shot-learning multi-modal-learning contrastive-learning

UpdatedOct 16, 2023
Python

MiracleYoung /You-are-Pythonista

Star704

汇聚【Python应用】【Python实训】【Python技术分享】等等

python learning-python python-script python3 python-programming python-learning zero-shot-learning awesome-python python-project python-programming-exercises python-learning-notes

UpdatedFeb 8, 2024
Python

clue-ai /PromptCLUE

Star664

PromptCLUE, 全中文任务支持零样本学习模型

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

UpdatedJun 16, 2023
Jupyter Notebook

ChenWu98 /cycle-diffusion

Star628

[ICCV 2023] A latent space for stochastic diffusion models

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

UpdatedDec 31, 2023
Python

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

Star611

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

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

UpdatedJul 3, 2025

bigscience-workshop /xmtf

Star538

Crosslingual Generalization through Multitask Finetuning

bloom language-models zero-shot-learning multitask-learning t5 multilingual-nlp large-language-models instruction-tuning bloomz mt0

UpdatedSep 22, 2024
Jupyter Notebook

CLUEbenchmark /pCLUE

Star499

pCLUE: 1000000+多任务提示学习数据集

chinese datasets clue zero-shot-learning multi-task-learning prompt-learning promptclue

UpdatedOct 4, 2022
Jupyter Notebook

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

Star465

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

generative-model ensemble-learning transfer-learning zero-shot-learning robustness multi-task-learning attack-defense generalization meta-learning model-fusion federated-learning continual-learning few-shot-learning diffusion-models multi-domain-learning foundation-models large-language-models llms model-merging knowledge-fusion

UpdatedJul 12, 2025

diffusion-classifier /diffusion-classifier

Star463

Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training

machine-learning computer-vision deep-learning monte-carlo supervised-learning classification generative diffusion zero-shot-learning robustness generative-models bayes-theorem elbo diffusion-models zero-shot-classification

UpdatedFeb 28, 2024
Python

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