self-training

thuml / Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

deep-learning semi-supervised-learning self-training transfer-learning image-translation adversarial-learning domain-adaptation finetune unsupervised-domain-adaptation dann out-of-distribution-generalization

Updated May 10, 2024
Python

Tebmer / Awesome-Knowledge-Distillation-of-LLMs

Star

This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vertical Distillation of LLMs.

compression feedback survey alignment self-training multi-modal knowledge-distillation data-augmentation kd data-synthesis self-distillation instruction-following llm large-language-model supervised-finetuning

Updated Mar 9, 2025

cliang1453 / BOND

Star

BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision

nlp natural-language-processing weak-supervision dataset named-entity-recognition self-training ner bert pre-trained weakly-supervised-learning distant-supervision weakly-supervised fine-tuning roberta open-domain

Updated Jun 2, 2021
Python

mlwithme / MachineLearningWithMe

Star

A repository contains more than 12 common statistical machine learning algorithm implementations. 常见10余种机器学习算法原理与实现及视频讲解。@跟我学机器学习出品

python machine-learning clustering svm naive-bayes machine-learning-algorithms kd-tree pca self-training gbdt ensemble-learning cart adaboost hca knn decision-tree-classifier svm-classifier hierarchical-clustering dbscan-clustering

Updated Jul 11, 2026
Jupyter Notebook

LiheYoung / ST-PlusPlus

Star

[CVPR 2022] ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation

semi-supervised-learning self-training semi-supervised-segmentation cvpr2022

Updated Mar 3, 2023
Python

yzou2 / CRST

Star

Code for <Confidence Regularized Self-Training> in ICCV19 (Oral)

self-training domain-adaptation semi-supervised

Updated Jul 23, 2020
Python

xiaolai / 1000-hours

Star

Pay your attention into 1000 hours, and you can master anything you need.

education english self-training literature self-teaching parenting attention-training brain-exercise

Updated Aug 4, 2024
Jupyter Notebook

yueyu1030 / COSINE

Star

[NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach'.

text-classification weak-supervision dataset self-training language-model slot-filling weakly-supervised-learning fine-tuning pseudo-labeling roberta learning-with-noisy-labels agnews sentence-pair-classification contrastive-learning roberta-model

Updated Aug 17, 2022
Python

yzou2 / CBST

Star

Code for <Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training> in ECCV18

computer-vision deep-learning self-training semantic-segmentation domain-adaptation

Updated Nov 12, 2019
Python

fcjian / PromptDet

Star

PromptDet: Towards Open-vocabulary Detection using Uncurated Images, ECCV2022

computer-vision vocabulary self-training object-detection clip zero-shot-learning pseudo-labeling web-image prompt-learning regional-prompt novel-categories eccv2022

Updated Sep 18, 2022
Python

salesforce / MUST

Star

PyTorch code for MUST

self-training unsupervised-learning clip zero-shot-learning zero-shot-classification masked-image-modeling

Updated May 1, 2025
Python

THU-DA-6D-Pose-Group / self6dpp

Star

Self6D++: Occlusion-Aware Self-Supervised Monocular 6D Object Pose Estimation. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2024.

self-training self-supervised-learning object-pose-estimation 6d-pose-estimation object-pose-refinement