39 results found Sort:

jindongwang
transferlearning jindongwang
3.8k
13.5k
mit
339
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
paper papers survey theory few-shot deep-learning meta-learning tutorial-code generalization style-transfer domain-adaption machine-learning transferlearning domain-adaptation few-shot-learning transfer-learning domain-generalization unsupervised-learning representation-learning self-supervised-learning
Created 2017-04-30
1,171 commits to master branch, last one 20 days ago
zjunlp
DeepKE zjunlp
688
3.6k
mit
44
[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction
kg ner nlp deepke prompt chinese pytorch few-shot lightner instructie knowprompt multi-modal low-resource deep-learning document-level knowledge-graph relation-extraction attribute-extraction information-extraction named-entity-recognition
Created 2018-08-01
1,676 commits to main branch, last one a day ago
learnables
learn2learn learnables
354
2.7k
mit
32
A PyTorch Library for Meta-learning Research
maml meta-rl pytorch few-shot finetuning learn2learn meta-descent metalearning meta-learning learning2learn meta-optimization
Created 2019-08-08
357 commits to master branch, last one about a year ago
adobe-research
custom-diffusion adobe-research
139
1.9k
other
33
Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)
pytorch few-shot fine-tuning customization computer-vision diffusion-models text-to-image-generation
Created 2022-12-08
72 commits to main branch, last one 11 months ago
tata1661
FSL-Mate tata1661
289
1.7k
unknown
42
FSL-Mate: A collection of resources for few-shot learning (FSL).
paper papers few-shot low-shot paddlepaddle deep-learning meta-learning few-shot-paper few-shot-papers few-shot-learning one-shot-learning
Created 2020-03-28
103 commits to master branch, last one 6 months ago
wangkai930418
awesome-diffusion-categorized wangkai930418
64
1.3k
unknown
57
collection of diffusion model papers categorized by their subareas
few-shot tracking detection diffusion inversion controlnet image-edit inpainting text-guided segmentation diffusion-model diffusion-models stable-diffusion continual-learning
Created 2023-05-19
389 commits to master branch, last one a day ago
jakesnell
prototypical-networks jakesnell
254
1.1k
mit
13
Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
pytorch few-shot omniglot nips-2017 deep-learning metric-learning
Created 2017-11-05
26 commits to master branch, last one 6 years ago
kjunelee
MetaOptNet kjunelee
97
528
apache-2.0
8
Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)
cvpr2019 few-shot metalearning meta-learning few-shot-learning convex-optimization few-shot-recognition image-classification
Created 2018-11-02
75 commits to master branch, last one about a year ago
mims-harvard
UniTS mims-harvard
60
445
mit
16
A unified multi-task time series model.
ecg eeg few-shot zero-shot imputation multi-task forecasting time-series prompt-tuning unified-model classification anomaly-detection foundation-models
Created 2024-02-16
6 commits to main branch, last one about a month ago
amazon-science
bigdetection amazon-science
25
393
apache-2.0
8
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training
few-shot pretraining computer-vision object-detection
Created 2022-03-02
33 commits to main branch, last one about a year 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
fanq15
FewX fanq15
48
348
mit
14
FewX is an open-source toolbox on top of Detectron2 for data-limited instance-level recognition tasks.
few-shot partially-supervised few-shot-object-detection few-shot-instance-segmentation
Created 2020-08-08
39 commits to master branch, last one 10 months ago
dvlab-research
PFENet dvlab-research
53
321
unknown
8
PFENet: Prior Guided Feature Enrichment Network for Few-shot Segmentation (TPAMI).
few-shot pami-2020 segmentation
Created 2020-08-03
36 commits to master branch, last one 3 months ago
SNBQT
Limited-Data-Rolling-Bearing-Fault-Diagnosis-with-Few-shot-Learning SNBQT
45
296
unknown
5
This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning
cwru wdcnn few-shot fault-diagnosis unbalanced-data
Created 2019-08-24
11 commits to master branch, last one 2 years ago
EndlessSora
DeceiveD EndlessSora
26
251
other
16
[NeurIPS 2021] Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data
gan few-shot stylegan2 limited-data neurips-2021 image-synthesis generative-model image-generation generative-adversarial-network
Created 2021-11-11
8 commits to main branch, last one 2 years ago
ByChelsea
VAND-APRIL-GAN ByChelsea
24
203
unknown
3
[CVPR 2023 Workshop] VAND Challenge: 1st Place on Zero-shot AD and 4th Place on Few-shot AD
clip few-shot zero-shot visual-lauguage anomaly-detection
Created 2023-06-13
45 commits to master branch, last one about a year ago
tohinz
CharacterGAN tohinz
22
197
mit
14
CharacterGAN: Few-Shot Keypoint Character Animation and Reposing (Best Paper WACV 2022)
gan few-shot reposing animation generative-adversarial-network
Created 2021-01-19
85 commits to main branch, last one 2 years ago
Xiaohan-Chen
transfer-learning-fault-diagnosis-pytorch Xiaohan-Chen
29
181
unknown
3
A transfer learning fault diagnosis repository covering popular algorithms
few-shot fault-diagnosis domain-adaptation transfer-learning
Created 2022-11-03
21 commits to main branch, last one 3 months ago
clovaai
dmfont clovaai
36
134
mit
8
Official PyTorch implementation of DM-Font (ECCV 2020)
dmfont pytorch eccv2020 few-shot font-generation
Created 2020-07-07
8 commits to master branch, last one 2 years ago
jianguoz
Few-Shot-Intent-Detection jianguoz
25
133
unknown
4
Few-Shot-Intent-Detection includes popular challenging intent detection datasets with/without OOS queries and state-of-the-art baselines and results.
libary datasets few-shot intent-detection intent-classification
Created 2021-06-03
61 commits to main branch, last one about a year ago
mboudiaf
TIM mboudiaf
20
119
mit
6
(NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297
few-shot neurips-2020 few-shot-learning mutual-information optimization-methods transductive-learning few-shot-classifcation
Created 2020-06-10
20 commits to master branch, last one about a year ago
Ze-Yang
Context-Transformer Ze-Yang
13
104
mit
10
Context-Transformer: Tackling Object Confusion for Few-Shot Detection, AAAI 2020
rfbnet pytorch few-shot transformer object-detection transfer-learning
Created 2020-03-23
82 commits to master branch, last one 3 years ago
Anirudh257
strm Anirudh257
16
98
unknown
3
[CVPR 2022] Official Pytorch Implementation for "Spatio-temporal Relation Modeling for Few-shot Action Recognition". SOTA Results for Few-shot Action Recognition
cvpr cvpr2022 few-shot spatio-temporal few-shot-learning action-recognition few-shot-recognition
Created 2022-04-01
6 commits to main branch, last one 2 years ago
leezythu
FlexKBQA leezythu
4
71
mit
3
FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering
kbqa sparql few-shot data-generation few-shot-learning large-language-model knowledge-base-question-answering
Created 2023-03-07
83 commits to main branch, last one about a year ago
Xiaohan-Chen
few-shot-fault-diagnosis Xiaohan-Chen
6
63
unknown
2
A few shot learning repository for bearing fault diagnosis.
few-shot fault-diagnosis few-shot-learning transfer-learning prototypical-networks
Created 2022-11-03
18 commits to main branch, last one about a year ago
wenliangdai
Modality-Transferable-MER wenliangdai
4
61
cc-by-4.0
3
Modality-Transferable-MER, multimodal emotion recognition model with zero-shot and few-shot abilities.
nlp iemocap pytorch few-shot cmu-mosei zero-shot multimodal deep-learning emotion-recognition
Created 2020-05-10
82 commits to master branch, last one 3 years ago
CHeggan
MetaAudio-A-Few-Shot-Audio-Classification-Benchmark CHeggan
10
60
unknown
3
A new comprehensive and diverse few-shot acoustic classification benchmark.
python pytorch few-shot acoustics deep-learning meta-learning
Created 2022-01-11
188 commits to main branch, last one about a month ago
shellysheynin
A-Hierarchical-Transformation-Discriminating-Generative-Model-for-Few-Shot-Anomaly-Detection shellysheynin
14
56
unknown
3
Official pytorch implementation of the paper: "A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detection"
gan self pytorch few-shot official localization transformation defect-detection anomaly-detection supervised-learning
Created 2021-04-20
76 commits to master branch, last one 2 years ago
gentaiscool
few-shot-lm gentaiscool
2
52
apache-2.0
5
The source code of "Language Models are Few-shot Multilingual Learners" (MRL @ EMNLP 2021)
t5 gpt nlp intent few-shot multilingual language-model few-shot-learning
Created 2021-08-04
60 commits to master branch, last one 2 years ago
astra-vision
ManiFest astra-vision
4
49
apache-2.0
2
Few-shot image translation method working on unstructured environments. ECCV 2022
gan cvpr eccv gans eccv2022 few-shot one-shot computer-vision conditional-gan generative-model image-processing few-shot-learning image-translation one-shot-learning image-to-image-translation generative-adversarial-network
Created 2021-11-26
16 commits to main branch, last one about a year ago