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thuml / Transfer-Learning-Library

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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

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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 291

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

moon-hotel / MachineLearningWithMe

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A repository contains more than 12 common statistical machine learning algorithm implementations. Chang Jian 10Yu Chong Ji Qi Xue Xi Suan Fa Yuan Li Yu Shi Xian Ji Shi Pin Jiang Jie . @Yue Lai Ke Zhan Chu Pin

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 Jan 17, 2026
Jupyter Notebook

LiheYoung / ST-PlusPlus

Star 240

[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 238

Code for in ICCV19 (Oral)

self-training domain-adaptation semi-supervised

Updated Jul 23, 2020
Python

yueyu1030 / COSINE

Star 206

[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 191

Code for in ECCV18

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

Updated Nov 12, 2019
Python

fcjian / PromptDet

Star 169

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

xiaolai / 1000-hours

Star 156

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

salesforce / MUST

Star 108

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 101

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