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542

3.2k

mit

47

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

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

Created 2020-02-14

728 commits to master branch, last one 2 months ago

Awesome-Knowledge-Distillation-of-LLMs Tebmer

20

305

unknown

4

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 & Vert...

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

Created 2024-02-08

47 commits to main branch, last one about a month ago

BOND cliang1453

34

289

apache-2.0

7

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

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

Created 2020-06-05

42 commits to master branch, last one 3 years ago

MachineLearningWithMe moon-hotel

41

233

unknown

5

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

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

Created 2020-03-31

358 commits to master branch, last one 13 days ago

ST-PlusPlus LiheYoung

32

223

mit

6

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

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

Created 2020-12-19

114 commits to master branch, last one about a year ago

COSINE yueyu1030

25

199

mit

10

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

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

Created 2020-10-15

28 commits to main branch, last one about a year ago

PromptDet fcjian

7

156

apache-2.0

2

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

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

Created 2022-03-28

41 commits to master branch, last one about a year ago

1000-hours xiaolai

29

104

unknown

5

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

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

Created 2024-02-10

36 commits to main branch, last one 3 months ago

MUST salesforce

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103

bsd-3-clause

6

PyTorch code for MUST

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

Created 2022-05-24

8 commits to main branch, last one about a year ago

IAST-ECCV2020 bupt-ai-cz

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84

unknown

3

IAST: Instance Adaptive Self-training for Unsupervised Domain Adaptation (ECCV 2020) https://teacher.bupt.edu.cn/zhuchuang/en/index.htm

gta5 synthia eccv2020 cityscapes self-training domain-adaptation semantic-segmentation unsupervised-machine-learning

Created 2021-07-30

8 commits to master branch, last one 2 years ago

self6dpp THU-DA-6D-Pose-Group

9

81

apache-2.0

4

Self6D++: Occlusion-Aware Self-Supervised Monocular 6D Object Pose Estimation. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2021.

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

Created 2021-03-30

20 commits to main branch, last one 19 days ago

slam-super-6d 520xyxyzq

6

68

mit

5

SLAM-Supported Semi-Supervised Learning for 6D Object Pose Estimation

slam object-slam self-training object-pose-estimation pose-graph-optimization semi-supervised-learning

Created 2021-10-04

393 commits to main branch, last one about a year ago

RoSTER yumeng5

7

64

apache-2.0

2

[EMNLP 2021] Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training

ner noise-robust self-training language-model distant-supervision named-entity-recognition weakly-supervised-learning

Created 2021-09-12

12 commits to main branch, last one 2 years ago

Adapting-OCR Deepayan137

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55

mit

3

Pytorch implementation of our paper: Adapting OCR with Limited Labels

ocr self-training domain-adaptation transfer-learning

Created 2020-06-29

27 commits to master branch, last one 5 months ago

menghini-neurips23-code BatsResearch

3

39

unknown

2

Exploring prompt tuning with pseudolabels for multiple modalities, learning settings, and training strategies.

clip pseudolabels prompt-tuning self-training vision-language-model

Created 2023-05-29

5 commits to main branch, last one 4 months ago

LREBench zjunlp

1

33

mit

6

[EMNLP 2022 Findings] Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study

kg re emnlp prompt chinese dataset few-shot lrebench benchmark efficient long-tail knowprompt low-resource self-training knowledge-graph data-augmentation data-augumentation relation-extraction information-extraction

Created 2022-05-02

66 commits to main branch, last one 3 months ago