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The Top 23 Self Training Open Source Projects

Open source projects categorized as Self Training
Categories > Self Training
Transfer Learning Library ⭐ 2,883
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
total releases 2most recent commit 5 months ago
Machinelearningwithme ⭐ 191
A repository contains more than 12 common statistical machine learning algorithm implementations. 常见机器学习算法原理与实现
most recent commit 5 months ago
Cbst ⭐ 184
Code for <Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training> in ECCV18
most recent commit 4 years ago
St Plusplus ⭐ 159
[CVPR 2022] ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation
most recent commit a year ago
Cosine ⭐ 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).
most recent commit 2 years ago
Crst ⭐ 141
Code for <Confidence Regularized Self-Training> in ICCV19 (Oral)
most recent commit 4 years ago
Bond ⭐ 114
BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision
most recent commit 3 years ago
Must ⭐ 85
PyTorch code for MUST
most recent commit a year ago
Iast Eccv2020 ⭐ 83
IAST: Instance Adaptive Self-training for Unsupervised Domain Adaptation (ECCV 2020) https://teacher.bupt.edu.cn/zhuchuang/en/index.htm
most recent commit 2 years ago
Promptdet ⭐ 77
PromptDet: Towards Open-vocabulary Detection using Uncurated Images, ECCV2022
most recent commit 2 years ago
Self6dpp ⭐ 58
Self6D++: Occlusion-Aware Self-Supervised Monocular 6D Object Pose Estimation. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2021.
most recent commit a year ago
Adapting Ocr ⭐ 49
Pytorch implementation of our paper: Adapting OCR with Limited Labels
most recent commit 4 months ago
Rest Em Pytorch ⭐ 39
Implementations and explorations into the ReST𝐸𝑀 algorithm in the new deepmind paper "Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models"
most recent commit 4 months ago
Slam Super 6d ⭐ 36
SLAM-Supported Semi-Supervised Learning for 6D Object Pose Estimation
most recent commit 2 years ago
Roster ⭐ 35
[EMNLP 2021] Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training
most recent commit 2 years ago
Menghini Neurips23 Code ⭐ 31
Exploring prompt tuning with pseudolabels for multiple modalities, learning settings, and training strategies.
most recent commit 4 months ago
Lrebench ⭐ 30
Code for the EMNLP2022 paper "Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study."
most recent commit a year ago
Adast ⭐ 23
[IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"
most recent commit 8 months ago
Moss ⭐ 21
Memory Oriented Transfer Learning for Semi-Supervised Image Deraining
most recent commit 6 months ago
Uncsamp ⭐ 15
Implementation of our paper "Self-training Sampling with Monolingual Data Uncertainty for Neural Machine Translation" to appear in ACL-2021.
most recent commit 3 years ago
Gst Visdial ⭐ 15
💬 Official PyTorch Implementation for CVPR'23 "The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training"
most recent commit 5 months ago
Pytasks ⭐ 11
Python tasks for self-study.
most recent commit 5 years ago
Self_distillation ⭐ 9
Self-Distillation with weighted ground-truth targets; ResNet and Kernel Ridge Regression
most recent commit 3 years ago
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