Search Results - RepositoryStats

858

4.9k

mit

141

A collection of AWESOME things about domian adaptation

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

Created 2018-05-13

478 commits to master branch, last one 17 days ago

Linly CVI-SZU

232

3.0k

unknown

51

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

Created 2023-03-21

125 commits to main branch, last one about a month ago

DecryptPrompt DSXiangLi

215

2.2k

unknown

51

总结Prompt&LLM论文，开源数据&模型，AIGC应用

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

Created 2023-02-10

693 commits to main branch, last one a day ago

Awesome-Meta-Learning sudharsan13296

298

1.5k

unknown

69

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

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

Created 2019-06-13

51 commits to master branch, last one 3 years ago

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

357

1.1k

unknown

40

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

Created 2018-12-09

23 commits to master branch, last one 3 years ago

awesome-zero-shot-learning sbharadwajj

163

899

unknown

41

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

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

Created 2018-10-11

103 commits to master branch, last one 2 years ago

Awesome_Prompting_Papers_in_Computer_Vision ttengwang

68

867

unknown

37

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

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

Created 2022-01-16

61 commits to main branch, last one 6 months ago

ODISE NVlabs

44

811

other

40

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

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

Created 2023-02-22

19 commits to main branch, last one 10 months ago

GroupViT NVlabs

53

701

other

11

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

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

Created 2022-03-16

19 commits to main branch, last one 2 years ago

You-are-Pythonista MiracleYoung

724

684

gpl-3.0

56

汇聚【Python应用】【Python实训】【Python技术分享】等等

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

Created 2019-02-01

685 commits to master branch, last one 4 years ago

x-clip lucidrains

46

660

mit

25

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

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

Created 2021-12-01

76 commits to main branch, last one 7 months ago

PromptCLUE clue-ai

68

640

other

9

PromptCLUE, 全中文任务支持零样本学习模型

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

Created 2022-09-29

84 commits to main branch, last one 11 months ago

bonito BatsResearch

35

539

bsd-3-clause

13

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

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

Created 2024-02-25

23 commits to main branch, last one 2 months ago

cycle-diffusion ChenWu98

34

525

other

14

[ICCV 2023] A latent space for stochastic diffusion models

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

Created 2022-10-08

73 commits to main branch, last one 5 months ago

xmtf bigscience-workshop

37

500

apache-2.0

5

Crosslingual Generalization through Multitask Finetuning

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

Created 2022-10-18

32 commits to master branch, last one 9 months ago

Awesome-LLM4IE-Papers quqxui

25

484

unknown

8

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

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

Created 2023-12-28

55 commits to main branch, last one 10 days ago

pCLUE CLUEbenchmark

51

450

unknown

7

pCLUE: 1000000+多任务提示学习数据集

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

Created 2022-09-30

23 commits to main branch, last one about a year ago

diffusion-classifier diffusion-classifier

21

357

unknown

16

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

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

Created 2023-03-28

8 commits to master branch, last one 3 months ago

zshot IBM

17

325

mit

15

Zero and Few shot named entity & relationships recognition

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

Created 2022-02-11

86 commits to main branch, last one a day ago

prodigy-openai-recipes explosion

27

317

unknown

6

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

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

This repository has been archived (exclude archived)

Created 2022-12-07

176 commits to main branch, last one 9 months ago

adapt adapt-python

41

284

bsd-2-clause

5

Awesome Domain Adaptation Python Toolbox

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

Created 2020-06-25

572 commits to master branch, last one 4 months ago

CADA-VAE-PyTorch edgarschnfld

58

281

mit

4

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

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

Created 2019-01-07

41 commits to master branch, last one 3 years ago

CLIPA UCSC-VLAA

10

277

apache-2.0

13

[NeurIPS 2023] This repository includes the official implementation of our paper "An Inverse Scaling Law for CLIP Training"

pytorch neurips-2023 deep-learning foundation-models zero-shot-learning multimodal-learning contrastive-learning zero-shot-classification

Created 2023-04-26

78 commits to master branch, last one 7 months ago

BatchFormer zhihou7

20

241

unknown

6

CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522

cvpr2022 domain-adaptation few-shot-learning zero-shot-learning contrastive-learning domain-generalization long-tailed-recognition representation-learning

Created 2022-03-02

41 commits to main branch, last one about a year ago

CaGNet-Zero-Shot-Semantic-Segmentation bcmi

14

234

unknown

14

Code for our ACMMM2020 paper "Context-aware Feature Generation for Zero-shot Semantic Segmentation".

zero-shot-learning semantic-segmentation zero-shot-semantic-segmentation zero-label-semantic-segmentation

Created 2020-08-16

52 commits to master branch, last one 3 years ago

LLMRank RUCAIBox

18

203

mit

4

[ECIR'24] Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"

chatgpt recommender-system zero-shot-learning large-language-models recommendation-system

Created 2023-05-14

69 commits to master branch, last one 4 months ago

Awesome-Weak-Shot-Learning bcmi

15

183

unknown

13

A curated list of papers, code and resources pertaining to weak-shot classification, detection, and segmentation.

few-shot-learning weak-shot-learning zero-shot-learning weakly-supervised-learning

Created 2021-09-29

13 commits to main branch, last one about a year ago

CapDec DavidHuji

18

175

mit

5

CapDec: SOTA Zero Shot Image Captioning Using CLIP and GPT2, EMNLP 2022 (findings)

clip gpt-2 clipcap captioning zero-shot-learning multimodal-deep-learning

Created 2022-05-22

291 commits to main branch, last one 4 months ago

Tk-Instruct yizhongw

26

173

mit

4

Tk-Instruct is a Transformer model that is tuned to solve many NLP tasks by following instructions.

instruction few-shot-learning transformer-models zero-shot-learning cross-task-generalization

Created 2022-04-27

42 commits to main branch, last one about a year ago

Zero_Shot_Audio_Source_Separation RetroCirce

31

172

mit

8

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

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

Created 2021-12-12

20 commits to main branch, last one about a year ago