226 results found Sort:

KevinMusgrave
pytorch-metric-learning KevinMusgrave
657
6.0k
mit
63
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
1,230 commits to master branch, last one 16 days ago
google-research
simclr google-research
623
4.1k
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
This repository has been archived (exclude archived)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
253
2.9k
mit
29
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
1,253 commits to master branch, last one 2 days ago
salesforce
ALBEF salesforce
194
1.5k
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
185
1.4k
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 8 months ago
wvangansbeke
Unsupervised-Classification wvangansbeke
266
1.4k
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
OpenGVLab
InternVideo OpenGVLab
84
1.3k
apache-2.0
28
[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
206 commits to main branch, last one 4 days ago
tangxyw
RecSysPapers tangxyw
194
1.2k
bsd-2-clause
52
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
156 commits to main branch, last one 28 days ago
yzhuoning
Awesome-CLIP yzhuoning
55
1.1k
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 about a year ago
lucidrains
CoCa-pytorch lucidrains
88
1.0k
mit
14
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 9 months ago
JosephKJ
OWOD JosephKJ
153
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 about a year ago
unum-cloud
uform unum-cloud
61
1.0k
apache-2.0
15
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 5 months ago
AngeLouCN
Min_Max_Similarity AngeLouCN
396
1.0k
unknown
2
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
tensorflow
similarity tensorflow
104
1.0k
apache-2.0
29
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 11 months ago
dailenson
SDT dailenson
83
989
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
37 commits to master branch, last one about a month ago
AdaptiveMotorControlLab
CEBRA AdaptiveMotorControlLab
74
897
other
35
Learnable latent embeddings for joint behavioral and neural analysis - Official implementation of CEBRA
pytorch machine-learning contrastive-learning neuroscience-methods
Created 2022-04-04
85 commits to main branch, last one 17 days ago
PyGCL
PyGCL PyGCL
97
873
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 9 months ago
Spijkervet
SimCLR Spijkervet
163
754
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 10 months ago
lucidrains
x-clip lucidrains
46
678
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 11 months ago
tfzhou
ContrastiveSeg tfzhou
86
656
mit
20
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 about a year ago
qdrant
quaterion qdrant
46
633
apache-2.0
10
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 9 months ago
Westlake-AI
openmixup Westlake-AI
62
617
apache-2.0
16
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
136 commits to main branch, last one about a month ago
salesforce
PCL salesforce
83
565
mit
17
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
Shen-Lab
GraphCL Shen-Lab
103
548
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 2 months ago
ryanzhumich
Contrastive-Learning-NLP-Papers ryanzhumich
60
534
unknown
14
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
526
unknown
20
Code and resources on scalable and efficient Graph Neural Networks
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 about a year ago
nomic-ai
contrastors nomic-ai
37
509
apache-2.0
12
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
37 commits to main branch, last one about a month ago
RElbers
info-nce-pytorch RElbers
38
469
mit
3
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 10 months ago
yxuansu
SimCTG yxuansu
40
462
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 about a year ago
mims-harvard
TFC-pretraining mims-harvard
78
426
mit
5
Self-supervised contrastive learning for time series via time-frequency consistency
time-series deep-learning pre-trained-model consistency-models contrastive-learning representation-learning self-supervised-learning
Created 2022-03-12
88 commits to main branch, last one about a year ago