247 results found Sort:

jindongwang
transferlearning jindongwang
3.8k
13.0k
mit
341
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
1,152 commits to master branch, last one 10 days ago
pliang279
awesome-multimodal-ml pliang279
821
5.6k
mit
180
Reading list for research topics in multimodal machine learning
robotics healthcare reading-list deep-learning computer-vision machine-learning speech-processing multimodal-learning reinforcement-learning representation-learning natural-language-processing
Created 2019-05-27
426 commits to master branch, last one 10 months ago
google-research
simclr google-research
623
4.0k
apache-2.0
47
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
simclr simclrv2 computer-vision contrastive-learning unsupervised-learning representation-learning self-supervised-learning
Created 2020-03-10
40 commits to master branch, last one about a year ago
chihming
awesome-network-embedding chihming
504
2.6k
unknown
197
A curated list of network embedding techniques.
knowledge-graph graph-embeddings network-embedding representation-learning
Created 2016-11-27
159 commits to master branch, last one 3 years ago
sthalles
SimCLR sthalles
448
2.1k
mit
20
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
simclr pytorch torchvision deep-learning contrastive-loss machine-learning unsupervised-learning pytorch-implementation representation-learning
Created 2020-02-17
144 commits to master branch, last one 3 years ago
github
CodeSearchNet github
380
2.1k
mit
61
Datasets, tools, and benchmarks for representation learning of code.
ml cnn nlp rnn bert data python datasets open-data tensorflow data-science deep-learning self-attention neural-networks machine-learning nlp-machine-learning representation-learning natural-language-processing programming-language-theory machine-learning-on-source-code
This repository has been archived (exclude archived)
Created 2019-02-28
286 commits to master branch, last one 2 years ago
s3prl
s3prl s3prl
475
2.1k
apache-2.0
45
Self-Supervised Speech Pre-training and Representation Learning Toolkit
apc cpc pase tera wavlm decoar hubert vq-apc decoar2 wav2vec data2vec wav2vec2 mockingjay vq-wav2vec distilhubert unispeech-sat speech-pretraining speech-representation representation-learning self-supervised-learning
Created 2019-07-15
3,166 commits to main branch, last one about a month ago
Accenture
AmpliGraph Accenture
250
2.1k
apache-2.0
66
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
knowledge-graph graph-embeddings machine-learning relational-learning representation-learning knowledge-graph-embeddings graph-representation-learning
Created 2019-01-09
1,631 commits to develop branch, last one 3 months ago
baaivision
EVA baaivision
146
2.0k
mit
31
EVA Series: Visual Representation Fantasies from BAAI
foundation-models vision-transformer representation-learning
Created 2022-11-14
273 commits to master branch, last one 2 months ago
microsoft
DeBERTa microsoft
213
1.9k
mit
42
The implementation of DeBERTa
bert roberta deeplearning language-model self-attention transformer-encoder representation-learning natural-language-understanding
Created 2020-06-08
55 commits to master branch, last one about a year ago
shaoxiongji
knowledge-graphs shaoxiongji
288
1.6k
unknown
61
A collection of research on knowledge graphs
ner paper survey reasoning commonsense cross-modal knowledge-graph dialogue-systems question-answering relation-extraction information-retrieval recommendation-systems representation-learning meta-relational-learning temporal-knowledge-graph knowledge-graph-completion natural-language-processing
Created 2019-01-02
73 commits to master branch, last one about a year ago
salesforce
ALBEF salesforce
190
1.4k
bsd-3-clause
11
Code for ALBEF: a new vision-language pre-training method
image-text vision-and-language contrastive-learning representation-learning weakly-supervised-learning
Created 2021-07-13
39 commits to main branch, last one about a year ago
wvangansbeke
Unsupervised-Classification wvangansbeke
268
1.3k
other
54
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
moco simclr eccv2020 eccv-2020 clustering contrastive-learning image-classification unsupervised-learning representation-learning self-supervised-learning
Created 2020-03-16
45 commits to master branch, last one about a year ago
LirongWu
awesome-graph-self-supervised-learning LirongWu
161
1.3k
unknown
16
Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"
pre-training pretext-task deep-learning machine-learning data-augmentation transfer-learning graph-neural-networks unsupervised-learning representation-learning self-supervised-learning
Created 2019-05-24
44 commits to main branch, last one 2 months ago
DeepGraphLearning
graphvite DeepGraphLearning
150
1.2k
apache-2.0
32
GraphVite: A General and High-performance Graph Embedding System
gpu cuda knowledge-graph machine-learning network-embedding data-visualization representation-learning
Created 2019-07-16
15 commits to master branch, last one 3 years ago
asheeshcric
awesome-contrastive-self-supervised-learning asheeshcric
123
1.1k
unknown
37
A comprehensive list of awesome contrastive self-supervised learning papers.
deep-learning transfer-learning unsupervised-learning hacktoberfest-accepted representation-learning self-supervised-learning
Created 2020-06-10
72 commits to master branch, last one 13 days ago
YuanGongND
ast YuanGongND
200
1.0k
bsd-3-clause
19
Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".
audio pytorch deep-learning speech-commands keyword-spotting audio-classification speech-classification representation-learning
Created 2021-06-02
123 commits to master branch, last one about a year ago
unum-cloud
uform unum-cloud
55
921
apache-2.0
13
Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️
bert clip llava openai pytorch openclip clustering multimodal transformer image-search multi-lingual vector-search neural-network cross-attention language-vision semantic-search pretrained-models contrastive-learning representation-learning huggingface-transformers
Created 2023-02-21
286 commits to main branch, last one about a month ago
OFA-Sys
ONE-PEACE OFA-Sys
52
858
apache-2.0
12
A general representation model across vision, audio, language modalities. Paper: ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities
multimodal audio-language vision-language contrastive-loss foundation-models vision-transformer vision-and-language representation-learning
Created 2023-05-18
134 commits to main branch, last one 6 months ago
LibCity
Bigscity-LibCity LibCity
154
843
apache-2.0
8
LibCity: An Open Library for Urban Spatial-temporal Data Mining
eta libcity toolkit traffic od-matrix map-matching deep-learning spatio-temporal on-demand-service traffic-prediction traffic-forecasting trajectory-prediction pytorch-implementation time-series-prediction representation-learning traffic-flow-prediction traffic-speed-prediction estimated-time-of-arrival spatio-temporal-prediction traffic-accident-prediction
Created 2020-12-12
308 commits to master branch, last one 3 days ago
PaddlePaddle
PaddleHelix PaddlePaddle
189
797
apache-2.0
25
Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集
ddi dti ppi biocomputing deeplearning graph-networks protein-design molecule-design protein-docking protein-folding machine-learning representation-learning rna-structure-prediction self-supervised-learning protein-structure-prediction
Created 2020-11-21
813 commits to dev branch, last one 4 days ago
OML-Team
open-metric-learning OML-Team
54
784
apache-2.0
11
Library for metric learning pipelines and models.
pytorch data-science deep-learning hacktoberfest computer-vision metric-learning hacktoberfest2023 pytorch-lightning hacktoberfest-2023 similarity-learning representation-learning
Created 2022-06-04
382 commits to main branch, last one 14 days ago
YannDubs
disentangling-vae YannDubs
145
771
other
15
Experiments for understanding disentanglement in VAE latent representations
vae mnist celeba pytorch beta-vae dsprites beta-tcvae factor-vae deep-learning fashion-mnist chairs-dataset disentanglement reproducible-research unsupervised-learning representation-learning variational-autoencoder disentangled-representations
Created 2019-01-30
270 commits to master branch, last one about a year ago
matthewvowels1
Awesome-VAEs matthewvowels1
77
759
unknown
32
A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
vae awesome-list deep-learning disentanglement generative-model variational-bayes unsupervised-learning variational-inference representation-learning variational-autoencoder variational-auto-encoder disentangled-representations
Created 2019-08-12
57 commits to master branch, last one 3 years ago
zhirongw
lemniscate.pytorch zhirongw
133
738
unknown
11
Unsupervised Feature Learning via Non-parametric Instance Discrimination
nce pytorch cvpr2018 imagenet deep-learning computer-vision unsupervised-learning representation-learning self-supervised-learning
Created 2018-05-04
21 commits to master branch, last one 3 years ago
jackroos
VL-BERT jackroos
110
735
mit
14
Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".
bert pytorch vl-bert iclr2020 pre-training vision-and-language representation-learning self-supervised-learning
Created 2019-11-22
25 commits to master branch, last one 3 years ago
Spijkervet
SimCLR Spijkervet
164
730
mit
8
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
simclr pytorch contrastive-learning unsupervised-learning representation-learning
Created 2020-03-10
116 commits to master branch, last one 6 months ago
MrGiovanni
ModelsGenesis MrGiovanni
139
723
other
15
[MICCAI 2019] [MEDIA 2020] Models Genesis
3d-model fine-tuning foundation-models pre-trained-model transfer-learning representation-learning self-supervised-learning
Created 2019-07-24
271 commits to master branch, last one 3 months ago
yueliu1999
Awesome-Deep-Graph-Clustering yueliu1999
133
714
mit
20
Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).
gcn surveys clustering data-mining deep-learning deep-clustering graph-embedding graphclustering machine-learning network-embedding graph-neural-networks data-mining-algorithms representation-learning self-supervised-learning graph-convolutional-networks
Created 2021-11-24
390 commits to main branch, last one 15 days ago
jvpoulos
causal-ml jvpoulos
116
624
unknown
27
Must-read papers and resources related to causal inference and machine (deep) learning
paper-list causal-models deep-learning counterfactual causal-learning causal-discovery causal-inference machine-learning treatment-effects counterfactual-learning representation-learning estimating-treatment-effects randomized-controlled-trials heterogeneous-treatment-effects
Created 2019-10-13
81 commits to master branch, last one about a year ago