Projects in Awesome Lists tagged with zero-shot-learning

https://github.com/cvi-szu/linly

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

Last synced: 27 Sep 2024

https://github.com/CVI-SZU/Linly

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

Last synced: 30 Jul 2024

https://github.com/dsxiangli/decryptprompt

总结Prompt&LLM论文，开源数据&模型，AIGC应用

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

Last synced: 01 Oct 2024

https://github.com/DSXiangLi/DecryptPrompt

总结Prompt&LLM论文，开源数据&模型，AIGC应用

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

Last synced: 02 Aug 2024

https://github.com/sudharsan13296/Hands-On-Meta-Learning-With-Python

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

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

Last synced: 02 Aug 2024

https://github.com/NVlabs/ODISE

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

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

Last synced: 31 Jul 2024

https://github.com/lucidrains/x-clip

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

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

Last synced: 03 Oct 2024

https://github.com/NVlabs/GroupViT

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

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

Last synced: 01 Aug 2024

https://github.com/clue-ai/PromptCLUE

PromptCLUE, 全中文任务支持零样本学习模型

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

Last synced: 03 Aug 2024

https://github.com/batsresearch/bonito

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

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

Last synced: 02 Aug 2024

https://github.com/BatsResearch/bonito

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

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

Last synced: 01 Aug 2024

https://github.com/chenwu98/cycle-diffusion

[ICCV 2023] A latent space for stochastic diffusion models

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

Last synced: 31 Jul 2024

https://github.com/CLUEbenchmark/pCLUE

pCLUE: 1000000+多任务提示学习数据集

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

Last synced: 31 Jul 2024

https://github.com/aelnouby/Text-to-Image-Synthesis

Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper

gans image-generation pytorch text-to-image zero-shot-learning

Last synced: 03 Aug 2024

https://github.com/ibm/zshot

Zero and Few shot named entity & relationships recognition

ai deep-learning few-shot few-shot-learning machine-learning named-entity-recognition natural-language-processing natural-language-understanding ned ner nlp nlp-library pytorch relation-extraction relationship-extraction spacy transformer zero-shot zero-shot-learning

Last synced: 30 Sep 2024

https://github.com/explosion/prodigy-openai-recipes

✨ Bootstrap annotation with zero- & few-shot learning via OpenAI GPT-3

annotation-tool few-shot-learning gpt-3 nlp openai openai-api prodigy zero-shot-learning

Last synced: 25 Sep 2024

https://github.com/adapt-python/adapt

Awesome Domain Adaptation Python Toolbox

adversarial-learning adversarial-networks dann deep-learning domain-adaptation feature-selection few-shot-learning generalization importance-sampling machine-learning python regularization-parameters scikit-learn tensorflow transfer-learning zero-shot-learning

Last synced: 03 Aug 2024

https://github.com/edgarschnfld/CADA-VAE-PyTorch

Official implementation of the paper "Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders" (CVPR 2019)

few-shot-learning generalized-zero-shot-learning vae variational-autoencoder zero-shot-learning

Last synced: 30 Jul 2024

https://github.com/lzrobots/LearningToCompare_ZSL

PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Zero-Shot Learning part)

few-shot-learning zero-shot-learning

Last synced: 30 Jul 2024

https://github.com/RetroCirce/Zero_Shot_Audio_Source_Separation

The official code repo for "Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data", in AAAI 2022

audio-source-separation music-information-retrieval python query-based-learning transformer-models zero-shot-learning

Last synced: 05 Aug 2024

https://github.com/salesforce/MUST

PyTorch code for MUST

clip masked-image-modeling self-training unsupervised-learning zero-shot-classification zero-shot-learning

Last synced: 03 Aug 2024

https://github.com/jhu-lcsr/good_robot

"Good Robot! Now Watch This!": Repurposing Reinforcement Learning for Task-to-Task Transfer; and “Good Robot!”: Efficient Reinforcement Learning for Multi-Step Visual Tasks with Sim to Real Transfer

computer-vision deep-learning deep-q-network deep-reinforcement-learning grasping learning-from-demonstration manipulation multi-step-dqn multi-step-learning reinforcement-learning robotic-manipulation robotics simulation task-to-task-transfer vrep-simulator zero-shot-learning

Last synced: 01 Aug 2024

https://github.com/sajjjadayobi/CLIPfa

CLIPfa: Connecting Farsi Text and Images

clip farsi farsi-datasets image-search openai-clip persian-nlp zero-shot-learning

Last synced: 04 Aug 2024

https://github.com/hellowangqian/domain-adaptation-capls

Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling

domain-adaptation office-home pseudo-labeling structured-prediction unsupervised-domain-adaptation zero-shot-learning

Last synced: 03 Aug 2024

https://github.com/universome/class-norm

Class Normalization for Continual Zero-Shot Learning

continual-learning iclr2021 initialization lifelong-learning normalization zero-shot-learning

Last synced: 02 Aug 2024

https://github.com/izuna385/zero-shot-entity-linking

Zero-shot Entity Linking with blitz start in 3 minutes. Hard negative mining and encoder for all entities are also included in this implementation.

allennlp approximate-nearest-neighbor-search bert entity-linking faiss natural-language-processing zero-shot-learning zero-shot-retrieval

Last synced: 01 Oct 2024

https://github.com/centre-for-humanities-computing/stormtrooper

Zero/few shot learning components for scikit-learn pipelines with LLMs and transformers.

chatgpt few-shot-learning gpt-4 large-language-models llm scikit-learn transformer transformers zero-shot-learning

Last synced: 26 Sep 2024

https://github.com/Vision-CAIR/CIZSLv2

CIZSL++: Creativity Inspired Generative Zero-Shot Learning. T-PAMI under review.

attributes creativity generative-models unseen-classes-understanding vision-and-language zero-shot-learning

Last synced: 03 Aug 2024