252 results found Sort:

KevinMusgrave
pytorch-metric-learning KevinMusgrave
657
6.1k
mit
62
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
pytorch embeddings deep-learning computer-vision image-retrieval metric-learning machine-learning contrastive-learning deep-metric-learning self-supervised-learning
Created 2019-10-23
1,284 commits to master branch, last one 3 months ago
google-research
simclr google-research
637
4.2k
apache-2.0
46
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
simclr simclrv2 computer-vision contrastive-learning unsupervised-learning representation-learning self-supervised-learning
This repository has been archived (exclude archived)
Created 2020-03-10
40 commits to master branch, last one about a year ago
lightly-ai
lightly lightly-ai
291
3.3k
mit
28
A python library for self-supervised learning on images.
pytorch embeddings deep-learning hacktoberfest computer-vision machine-learning contrastive-learning contributions-welcome self-supervised-learning
Created 2020-10-13
1,358 commits to master branch, last one 7 days ago
OpenGVLab
InternVideo OpenGVLab
106
1.8k
apache-2.0
27
[ECCV2024] Video Foundation Models & Data for Multimodal Understanding
benchmark multimodal video-clip video-data video-dataset self-supervised video-retrieval foundation-models action-recognition instruction-tuning masked-autoencoder vision-transformer video-understanding zero-shot-retrieval contrastive-learning open-set-recognition video-question-answering zero-shot-classification temporal-action-localization spatio-temporal-action-localization
Created 2022-11-23
245 commits to main branch, last one 26 days ago
tangxyw
RecSysPapers tangxyw
237
1.6k
bsd-2-clause
65
推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.
rank match debias papers diverse re-rank fairness pre-rank cold-start look-alike multi-task calibration multi-modal distillation feedback-delay multi-scenario causal-inference contrastive-learning recommendation-system reinforcement-learning
Created 2022-08-16
183 commits to main branch, last one a day ago
salesforce
ALBEF salesforce
206
1.6k
bsd-3-clause
12
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 2 years ago
vturrisi
solo-learn vturrisi
191
1.5k
mit
11
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
mae byol dino moco swav nnclr ressl simclr vicreg pytorch simsiam vibcreg deepcluster nvidia-dali barlow-twins pytorch-lightning transformer-models contrastive-learning masked-input-prediction self-supervised-learning
Created 2021-03-06
378 commits to main branch, last one about a year ago
wvangansbeke
Unsupervised-Classification wvangansbeke
271
1.4k
other
51
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 2 years ago
yzhuoning
Awesome-CLIP yzhuoning
57
1.2k
unknown
19
Awesome list for research on CLIP (Contrastive Language-Image Pre-Training).
clip pre-training contrastive-learning
Created 2021-09-05
56 commits to main branch, last one 2 years ago
dailenson
SDT dailenson
95
1.1k
mit
11
This repository is the official implementation of Disentangling Writer and Character Styles for Handwriting Generation (CVPR 2023)
gmm multimodal transformer deep-learning computer-vision generative-models contrastive-learning handwriting-generation pytorch-implementation
Created 2023-03-22
53 commits to master branch, last one 4 months ago
lucidrains
CoCa-pytorch lucidrains
89
1.1k
mit
13
Implementation of CoCa, Contrastive Captioners are Image-Text Foundation Models, in Pytorch
multimodal transformers deep-learning image-to-text attention-mechanism contrastive-learning artificial-intelligence
Created 2022-05-05
25 commits to main branch, last one about a year ago
unum-cloud
uform unum-cloud
63
1.1k
apache-2.0
14
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
298 commits to main branch, last one 2 months ago
AngeLouCN
Min_Max_Similarity AngeLouCN
396
1.1k
unknown
1
A contrastive learning based semi-supervised segmentation network for medical image segmentation
video-segmentation contrastive-learning medical-video-analysis semi-supervised-learning medical-image-segmentation surgical-tools-segmentation
Created 2022-03-29
62 commits to main branch, last one about a year ago
JosephKJ
OWOD JosephKJ
155
1.0k
apache-2.0
22
(CVPR 2021 Oral) Open World Object Detection
cvpr cvpr2021 detectron2 open-world object-detection continual-learning energy-based-model contrastive-learning incremental-learning
Created 2020-09-29
77 commits to master branch, last one 2 years ago
tensorflow
similarity tensorflow
106
1.0k
apache-2.0
27
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
knn python simclr simclr2 simsiam clustering tensorflow barlow-twins deep-learning metric-learning machine-learning cosine-similarity nearest-neighbors similarity-search similarity-learning contrastive-learning unsupervised-learning nearest-neighbor-search
Created 2020-06-15
850 commits to master branch, last one about a year ago
AdaptiveMotorControlLab
CEBRA AdaptiveMotorControlLab
83
966
other
34
Learnable latent embeddings for joint behavioral and neural analysis - Official implementation of CEBRA
pytorch machine-learning contrastive-learning neuroscience-methods
Created 2022-04-04
112 commits to main branch, last one 10 days ago
PyGCL
PyGCL PyGCL
97
930
apache-2.0
7
PyGCL: A PyTorch Library for Graph Contrastive Learning
machine-learning contrastive-learning graph-contrastive-learning graph-representation-learning
Created 2021-06-07
259 commits to main branch, last one about a year ago
Spijkervet
SimCLR Spijkervet
168
781
mit
7
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 about a year ago
lucidrains
x-clip lucidrains
47
708
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
tfzhou
ContrastiveSeg tfzhou
88
675
mit
18
ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation
cityscapes pascal-context pixel-contrast hard-example-mining contrastive-learning semantic-segmentation
Created 2021-01-26
23 commits to main branch, last one 2 years ago
nomic-ai
contrastors nomic-ai
52
668
apache-2.0
14
Train Models Contrastively in Pytorch
rag pytorch embeddings multimodal transformers deep-learning multimodal-rag dense-retrieval text-embeddings image-embeddings contrastive-learning
Created 2024-01-30
40 commits to main branch, last one about a month ago
qdrant
quaterion qdrant
45
656
apache-2.0
9
Blazing fast framework for fine-tuning similarity learning models
knn python pytorch deep-learning metric-learning machine-learning cosine-similarity pytorch-lightning similarity-search similarity-learning contrastive-learning nearest-neighbor-search
Created 2021-08-31
221 commits to master branch, last one about a year ago
Westlake-AI
openmixup Westlake-AI
59
643
apache-2.0
15
CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
mixup automix pytorch imagenet benchmark awesome-mim awesome-list awesome-mixup deep-learning data-generation machine-learning data-augmentation vision-transformer image-classifcation contrastive-learning masked-image-modeling self-supervised-learning semi-supervised-learning
Created 2021-12-30
157 commits to main branch, last one 4 days ago
Shen-Lab
GraphCL Shen-Lab
105
582
mit
10
[NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen
pre-training contrastive-learning graph-neural-network self-supervised-learning
Created 2020-09-25
117 commits to master branch, last one 8 months ago
salesforce
PCL salesforce
84
581
mit
16
PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"
pre-trained-model contrastive-learning unsupervsied-learning representation-learning self-supervised-learning
Created 2020-07-28
48 commits to master branch, last one 2 years ago
ryanzhumich
Contrastive-Learning-NLP-Papers ryanzhumich
59
554
unknown
13
Paper List for Contrastive Learning for Natural Language Processing
metric-learning machine-learning contrastive-learning representation-learning natural-language-processing
Created 2022-03-02
65 commits to main branch, last one about a year ago
chaitjo
efficient-gnns chaitjo
64
530
unknown
19
Code and resources on scalable and efficient Graph Neural Networks (TNNLS 2023)
gnn contrastive-learning graph-neural-networks knowledge-distillation scalable-deep-learning efficient-deep-learning efficient-neural-networks graph-convolutional-networks graph-representation-learning
Created 2021-07-28
28 commits to main branch, last one 2 years ago
RElbers
info-nce-pytorch RElbers
42
529
mit
2
PyTorch implementation of the InfoNCE loss for self-supervised learning.
contrastive-loss contrastive-learning self-supervised-learning
Created 2021-05-13
14 commits to main branch, last one about a year ago
HKUDS
SSLRec HKUDS
72
504
apache-2.0
8
[WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"
deep-learning user-behavior recommender-systems contrastive-learning graph-neural-networks collaborative-filtering self-supervised-learning recommendation-algorithms
Created 2023-02-08
500 commits to main branch, last one 5 days ago
yxuansu
SimCTG yxuansu
40
471
mit
9
[NeurIPS'22 Spotlight] A Contrastive Framework for Neural Text Generation
nlp decode deeplearning languagemodel textgeneration language-modeling contrastive-learning
Created 2022-01-25
671 commits to main branch, last one 2 years ago