72 results found Sort:

zhaoxin94
awesome-domain-adaptation zhaoxin94
871
5.1k
mit
138
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
490 commits to master branch, last one about a month ago
CVI-SZU
Linly CVI-SZU
235
3.0k
unknown
50
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 7 months ago
DSXiangLi
DecryptPrompt DSXiangLi
277
2.7k
unknown
59
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
836 commits to main branch, last one 3 days ago
sudharsan13296
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
sudharsan13296
Hands-On-Meta-Learning-With-Python sudharsan13296
360
1.2k
unknown
40
Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow
ntm maml mann keras reptile meta-sgd tensorflow metalearning shot-learning siamese-network relation-network few-shot-learning matching-networks one-shot-learning deep-meta-learning zero-shot-learning prototypical-network prototypical-networks reinforcement-learning meta-imitation-learning
Created 2018-12-09
23 commits to master branch, last one 4 years ago
sbharadwajj
awesome-zero-shot-learning sbharadwajj
163
913
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 3 years ago
ttengwang
Awesome_Prompting_Papers_in_Computer_Vision ttengwang
71
897
unknown
34
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 about a year ago
NVlabs
ODISE NVlabs
49
857
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 about a year ago
quqxui
Awesome-LLM4IE-Papers quqxui
42
762
unknown
12
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
69 commits to main branch, last one 3 days ago
NVlabs
GroupViT NVlabs
53
738
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
BatsResearch
bonito BatsResearch
46
701
bsd-3-clause
12
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
27 commits to main branch, last one 2 months ago
MiracleYoung
You-are-Pythonista MiracleYoung
725
694
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 5 years ago
lucidrains
x-clip lucidrains
46
693
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 about a year ago
clue-ai
PromptCLUE clue-ai
68
655
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 about a year ago
ChenWu98
cycle-diffusion ChenWu98
35
576
other
13
[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 10 months ago
bigscience-workshop
xmtf bigscience-workshop
37
516
apache-2.0
6
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
33 commits to master branch, last one 2 months ago
CLUEbenchmark
pCLUE CLUEbenchmark
56
469
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 2 years ago
diffusion-classifier
diffusion-classifier diffusion-classifier
30
415
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 8 months ago
IBM
zshot IBM
20
349
mit
17
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
96 commits to main branch, last one 3 months ago
explosion
prodigy-openai-recipes explosion
26
320
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 about a year ago
adapt-python
adapt adapt-python
44
312
bsd-2-clause
6
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
581 commits to master branch, last one 20 days ago
zhengli97
Awesome-Prompt-Adapter-Learning-for-VLMs zhengli97
13
299
apache-2.0
7
A curated list of awesome prompt/adapter learning methods for vision-language models like CLIP.
paper-list prompt-learning adapter-learning few-shot-learning zero-shot-learning vision-language-model few-shot-classifcation
Created 2024-03-15
40 commits to main branch, last one about a month ago
UCSC-VLAA
CLIPA UCSC-VLAA
12
298
apache-2.0
14
[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
79 commits to master branch, last one 5 months ago
edgarschnfld
CADA-VAE-PyTorch edgarschnfld
57
282
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 4 years ago
zhihou7
BatchFormer zhihou7
21
248
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
RUCAIBox
LLMRank RUCAIBox
21
234
mit
5
[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 10 months ago
bcmi
CaGNet-Zero-Shot-Semantic-Segmentation bcmi
15
233
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
EnnengYang
Awesome-Model-Merging-Methods-Theories-Applications EnnengYang
10
218
unknown
4
Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.
llms robustness model-fusion meta-learning model-merging attack-defense generalization diffusion-models generative-model knowledge-fusion ensemble-learning few-shot-learning foundation-models transfer-learning continual-learning federated-learning zero-shot-learning multi-task-learning large-language-models multi-domain-learning
Created 2024-06-19
109 commits to main branch, last one 6 days ago
DavidHuji
CapDec DavidHuji
19
186
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 9 months ago
RetroCirce
Zero_Shot_Audio_Source_Separation RetroCirce
32
186
mit
7
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 2 years ago