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The Top 23 Python Contrastive Learning Open Source Projects

Open source projects categorized as Python Contrastive Learning
Categories > Contrastive Learning
Clsr ⭐ 33
The official implementation of "Disentangling Long and Short-Term Interests for Recommendation" (WWW '22)
most recent commit 2 years ago
Scl ⭐ 33
📄 Spatial Contrastive Learning for Few-Shot Classification (ECML/PKDD 2021).
most recent commit a year ago
Varclr ⭐ 32
VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning
most recent commit a year ago
Mabel ⭐ 32
EMNLP 2022: "MABEL: Attenuating Gender Bias using Textual Entailment Data" https://arxiv.org/abs/2210.14975
most recent commit 5 months ago
Contrastivelearning4dialogue ⭐ 32
The codebase for "Group-wise Contrastive Learning for Neural Dialogue Generation" (Cai et al., Findings of EMNLP 2020)
most recent commit 3 years ago
Arniqa ⭐ 31
[WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment
most recent commit 3 months ago
Cider ⭐ 31
PyTorch implementation of CIDER (How to exploit hyperspherical embeddings for out-of-distribution detection), ICLR 2023
most recent commit 9 months ago
Wcmc ⭐ 31
Weakly-Supervised Contrastive Learning in Path Manifold for Monte Carlo Image Reconstruction [Cho et al. SIGGRAPH 2021]
most recent commit 4 months ago
Contrastivebli ⭐ 30
Improving Word Translation via Two-Stage Contrastive Learning (ACL 2022). Keywords: Bilingual Lexicon Induction, Word Translation, Cross-Lingual Word Embeddings.
most recent commit a year ago
Pic ⭐ 29
Parametric Instance Classification for Unsupervised Visual Feature Learning, NeurIPS 2020
most recent commit 3 years ago
Ucch ⭐ 29
Unsupervised Contrastive Cross-modal Hashing (IEEE TPAMI 2023, PyTorch Code)
most recent commit 4 months ago
Vicc ⭐ 28
[WACV'22] Code repository for the paper "Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting", https://arxiv.org/abs/2106.10137.
most recent commit 2 years ago
Grace ⭐ 28
PyTorch implementation for "Deep Graph Contrastive Representation Learning" (https://arxiv.org/abs/2006.04131v2)
most recent commit 4 years ago
Eztorch ⭐ 28
Library to perform image and video self-supervised learning.
most recent commit 4 months ago
Gedml ⭐ 27
Generalized Deep Metric Learning.
total releases 10most recent commit 2 years ago
Cola ⭐ 27
[Codes of CVPR'21 paper] CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning
most recent commit 2 years ago
Cac ⭐ 26
A Clustering Based Classification Algorithm
most recent commit 3 years ago
Rosa ⭐ 26
Official implementation of RoSA: A Robust Self-Aligned Framework for Node-Node Graph Contrastive Learning
most recent commit a year ago
Claif ⭐ 26
[Findings of ACL2023] Improving Contrastive Learning of Sentence Embeddings from AI Feedback
most recent commit 9 months ago
S2 Bnn ⭐ 26
S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit Neural Networks via Guided Distribution Calibration (CVPR 2021)
most recent commit 3 years ago
Ccl ⭐ 25
PyTorch Implementation on Paper [CVPR2021]Distilling Audio-Visual Knowledge by Compositional Contrastive Learning
most recent commit 3 years ago
Rumpy ⭐ 25
Open source image super-resolution toolbox containing various functionality for training a diverse number of state-of-the-art deep learning models. Also acts as the companion code for the MDPI Sensors journal paper titled 'The Best of Both Worlds: A Framework for Combining Degradation Prediction with High Performance Super-Resolution Networks'
most recent commit 6 months ago
Rsc Net ⭐ 24
Implementation for "3D human pose, shape and texture from low-resolution images and videos", TPAMI 2021
most recent commit 2 years ago
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