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The Top 23 Contrastive Learning Open Source Projects

Open source projects categorized as Contrastive Learning
Categories > Contrastive Learning
Crossmodal Contrastive Learning ⭐ 56
CrossCLR: Cross-modal Contrastive Learning For Multi-modal Video Representations, ICCV 2021
most recent commit 2 years ago
Heaputil ⭐ 53
Code for the RA-L (IROS) 2021 paper "A Hierarchical Dual Model of Environment- and Place-Specific Utility for Visual Place Recognition"
most recent commit a year ago
Pipa ⭐ 53
Official Implementation of PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation
most recent commit 9 months ago
Revisiting Contrastive Ssl ⭐ 51
Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]
most recent commit 3 years ago
Comatch ⭐ 51
Code for CoMatch: Semi-supervised Learning with Contrastive Graph Regularization
most recent commit 3 years ago
Query Selected Attention ⭐ 51
Official implementation for "QS-Attn: Query-Selected Attention for Contrastive Learning in I2I Translation" (CVPR 2022)
most recent commit a year ago
Clcc Cvpr21 ⭐ 50
An official TensorFlow implementation of “CLCC: Contrastive Learning for Color Constancy” accepted at CVPR 2021.
most recent commit 2 years ago
Unicon Noisy Label ⭐ 50
Official Implementation of the CVPR 2022 paper "UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learning"
most recent commit 4 months ago
Soco ⭐ 49
[NeurIPS 2021 Spotlight] Aligning Pretraining for Detection via Object-Level Contrastive Learning
most recent commit 2 years ago
Mcm ⭐ 49
PyTorch implementation of MCM (Delving into out-of-distribution detection with vision-language representations), NeurIPS 2022
most recent commit 4 months ago
Reiqa ⭐ 46
Official implementation for CVPR2023 Paper "Re-IQA : Unsupervised Learning for Image Quality Assessment in the Wild"
most recent commit 4 months ago
Simclr ⭐ 44
Pytorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"
most recent commit 3 years ago
Supervised Contrastive Learning In Tensorflow 2 ⭐ 42
Implements the ideas presented in https://arxiv.org/pdf/2004.11362v1.pdf by Khosla et al.
most recent commit 4 years ago
Monce ⭐ 42
Modulated Contrast for Versatile Image Synthesis [CVPR 2022]
most recent commit a year ago
Cvc ⭐ 42
CVC: Contrastive Learning for Non-parallel Voice Conversion (INTERSPEECH 2021, in PyTorch)
most recent commit 2 years ago
Aps ⭐ 41
The official implementation of "Asymmetric Patch Sampling for Contrastive Learning"
most recent commit 5 months ago
Selfsup ⭐ 40
Collections of self-supervised methods, based on cvpods.
most recent commit 3 years ago
Latentclr ⭐ 40
Repository for LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions, ICCV 2021
most recent commit 2 years ago
Seqmatchnet ⭐ 40
Code for the CoRL 2021 paper "SeqMatchNet: Contrastive Learning with Sequence Matching for Place Recognition \& Relocalization"
most recent commit a year ago
Co2l ⭐ 39
Co^2L: Contrastive Continual Learning (ICCV2021)
most recent commit 2 years ago
Tce ⭐ 39
This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).
most recent commit 3 years ago
Protoclip ⭐ 38
📍 Official pytorch implementation of ProtoCLIP in paper Prototypical Contrastive Language Image Pretraining (IEEE TNNLS)
most recent commit 6 months ago
Coco Dr ⭐ 38
[EMNLP 2022] This is the code repo for our EMNLP‘22 paper "COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning".
most recent commit 7 months ago
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