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Search results for contrastive learning
contrastive-learning
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292 search results found
Pytorch Metric Learning
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5,734
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
Simclr
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3,525
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
Lightly
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2,665
A python library for self-supervised learning on images.
Solo Learn
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1,318
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
Unsupervised Classification
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1,217
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
Similarity
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979
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
Min_max_similarity
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949
A contrastive learning based semi-supervised segmentation network for medical image segmentation
Coca Pytorch
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900
Implementation of CoCa, Contrastive Captioners are Image-Text Foundation Models, in Pytorch
Owod
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894
(CVPR 2021 Oral) Open World Object Detection
Pygcl
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828
PyGCL: A PyTorch Library for Graph Contrastive Learning
Albef
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804
Code for ALBEF: a new vision-language pre-training method
Recsyspapers
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801
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.
Cebra
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784
Learnable latent embeddings for joint behavioral and neural analysis - Official implementation of CEBRA
Awesome Clip
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782
Awesome list for research on CLIP (Contrastive Language-Image Pre-Training).
Internvideo
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736
InternVideo: General Video Foundation Models via Generative and Discriminative Learning (https://arxiv.org/abs/2212.03191)
Uform
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729
Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️
Sdt
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724
This repository is the official implementation of Disentangling Writer and Character Styles for Handwriting Generation (CVPR23).
Simclr
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675
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
X Clip
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599
A concise but complete implementation of CLIP with various experimental improvements from recent papers
Quaterion
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580
Blazing fast framework for fine-tuning similarity learning models
Openmixup
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538
CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
Efficient Gnns
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490
Code and resources on scalable and efficient Graph Neural Networks
Contrastiveseg
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487
ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation
Simctg
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444
[NeurIPS'22 Spotlight] A Contrastive Framework for Neural Text Generation
Graphcl
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417
[NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen
Contrastive Learning Nlp Papers
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354
Paper List for Contrastive Learning for Natural Language Processing
Declutr
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349
The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!
Pcl
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347
PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"
Info Nce Pytorch
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335
PyTorch implementation of the InfoNCE loss for self-supervised learning.
Awesome Self Supervised Learning For Graphs
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300
A curated list for awesome self-supervised learning for graphs.
Unsupervised Semantic Segmentation
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291
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]
U2pl
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289
[CVPR'22] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels
Gcc
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288
GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training @ KDD 2020
Curl
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280
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
Diffcse
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270
Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"
Libauc
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262
LibAUC: A Deep Learning Library for X-Risk Optimization
Gradcache
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254
Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint
Clmr
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251
Official PyTorch implementation of Contrastive Learning of Musical Representations
Clipa
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231
[NeurIPS 2023] This repository includes the official implementation of our paper "An Inverse Scaling Law for CLIP Training"
Ts Tcc
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226
[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"
Parametric Contrastive Learning
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220
Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)
Pixpro
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218
Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning, CVPR 2021
Batchformer
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210
CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522
Contrastivecrop
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202
[CVPR 2022 Oral] Crafting Better Contrastive Views for Siamese Representation Learning
Contrastive_learning_papers
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189
A list of contrastive Learning papers
Contrastive Clustering
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181
Code for the paper "Contrastive Clustering" (AAAI 2021)
Adco
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159
AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations from Self-Trained Negative Adversaries
Cosine
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155
This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach' (In Proc. of NAACL-HLT 2021).
Tcl
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152
code for TCL: Vision-Language Pre-Training with Triple Contrastive Learning, CVPR 2022
Negative Sampling Paper
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151
This repository collects 100 papers related to negative sampling methods.
Cont
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151
[NeurIPS'22 Spotlight] Data and code for our paper CoNT: Contrastive Neural Text Generation
Self Supervised Learning Overview
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151
📜 Self-Supervised Learning from Images: Up-to-date reading list.
Selfsne
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147
Self-Supervised Noise Embeddings (Self-SNE) for dimensionality reduction and clustering
Dual Contrastive Learning
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147
Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"
Ccam
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144
C2AM: Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation (CVPR 2022)
Contrad
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142
Code for the paper "Training GANs with Stronger Augmentations via Contrastive Discriminator" (ICLR 2021)
Simclr Pytorch
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140
PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results
Video Contrastive Learning
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139
Video Contrastive Learning with Global Context, ICCVW 2021
Cost
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132
PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)
Promcse
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126
Code for "Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning (EMNLP 2022)"
Sapbert
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117
[NAACL'21 & ACL'21] SapBERT: Self-alignment pretraining for BERT & XL-BEL: Cross-Lingual Biomedical Entity Linking.
Language_modeling_via_stochastic_processes
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116
Language modeling via stochastic processes. Oral @ ICLR 2022.
Csi
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115
CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances (NeurIPS 2020)
Social Nce
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108
[ICCV21] Official implementation of the "Social NCE: Contrastive Learning of Socially-aware Motion Representations" in PyTorch.
St Ssl
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107
ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction
Co Learning Learning From Noisy Labels With Self Supervision
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107
The official implementation of the ACM MM'2021 paper Co-learning: Learning from noisy labels with self-supervision.
Vq Font
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107
[ICCV 2023] Few shot font generation via transferring similarity guided global and quantization local styles
Pyssl
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100
Self-Supervised Learning in PyTorch
Ccpl
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98
Official Pytorch implementation of CCPL and SCTNet (ECCV2022, Oral)
Moon
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98
Model-Contrastive Federated Learning (CVPR 2021)
Contracode
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96
Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning
Pixel Level Contrastive Learning
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95
Implementation of Pixel-level Contrastive Learning, proposed in the paper "Propagate Yourself", in Pytorch
Yoco
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93
Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.
Awesome Contrastive Learning
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92
Awesome Contrastive Learning for CV & NLP
Re Context Or Names
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88
Bert-based models(BERT, MTB, CP) for relation extraction.
Wordart
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86
The official code of CornerTransformer (ECCV 2022, Oral) on top of MMOCR.
Mammut Pytorch
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85
Implementation of MaMMUT, a simple vision-encoder text-decoder architecture for multimodal tasks from Google, in Pytorch
Simper
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84
[ICLR 2023, Oral] SimPer: Simple Self-Supervised Learning of Periodic Targets
Awesome Ssl4ts
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84
A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).
Subtab
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84
The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"
Coco Lm
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82
[NeurIPS 2021] COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining
Cade
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81
Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications
Simkgc
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81
ACL 2022, SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models
Awesome Self Supervised Learning In Medical Imaging
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80
This repository is mainly dedicated for listing the recent research advancements in the application of Self-Supervised-Learning in medical images computing field
Contrique
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79
Official implementation for "Image Quality Assessment using Contrastive Learning"
Reco
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78
The implementation of "Bootstrapping Semantic Segmentation with Regional Contrast" [ICLR 2022].
Swav Tf
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72
TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".
Clamp
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71
Code for the paper Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language
Slotcon
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70
(NeurIPS 2022) Self-Supervised Visual Representation Learning with Semantic Grouping
G Simclr
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69
This is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip Chakraborty, Aritra Roy Gosthipaty and Sayak Paul.
Semimtr Text Recognition
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68
Multimodal Semi-Supervised Learning for Text Recognition (SemiMTR)
Patchmix
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68
The official implementation of paper: "Inter-Instance Similarity Modeling for Contrastive Learning"
Two Stage Knowledge For Multiple Adverse Weather Removal
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65
[CVPR 2022] Learning Multiple Adverse Weather Removal via Two-stage Knowledge Learning and Multi-contrastive Regularization: Toward a Unified Model
Driver Anomaly Detection
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64
PyTorch Implementation of "Driver Anomaly Detection: A Dataset and Contrastive Learning Approach", codes and pretrained models.
Dira
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63
Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis - CVPR 2022
Tacl
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63
TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning (NAACL 2022)
Flatclr
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58
FlatNCE: A Novel Contrastive Representation Learning Objective
Ca Tcc
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58
[TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification
Cl Ica
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58
Code for the paper "Contrastive Learning Inverts the Data Generating Process".
Crossmodal Contrastive Learning
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56
CrossCLR: Cross-modal Contrastive Learning For Multi-modal Video Representations, ICCV 2021
1-100 of 292 search results
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