Search Results - RepositoryStats

558

3.4k

mit

49

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 8 months ago

Awesome-Knowledge-Distillation-of-LLMs Tebmer

39

656

unknown

11

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

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

BOND cliang1453

34

291

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

47

250

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

386 commits to master branch, last one 2 months ago

ST-PlusPlus LiheYoung

33

233

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

201

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 2 years ago

PromptDet fcjian

7

160

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 2 years ago

1000-hours xiaolai

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129

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

37 commits to main branch, last one 3 months ago

MUST salesforce

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105

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

self6dpp THU-DA-6D-Pose-Group

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84

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 6 months ago

IAST-ECCV2020 bupt-ai-cz

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82

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

slam-super-6d 520xyxyzq

6

73

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

394 commits to main branch, last one 4 months ago

RoSTER yumeng5

7

63

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 3 years ago

Adapting-OCR Deepayan137

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57

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 10 months ago

menghini-neurips23-code BatsResearch

2

44

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

9 commits to main branch, last one 12 days ago

SelfHAR iantangc

15

36

gpl-3.0

4

Improving Human Activity Recognition through Self-training with Unlabeled Data

har sensor-data deep-learning self-training mobile-sensing unlabeled-data self-supervised-learning semi-supervised-learning human-activity-recognition

Created 2021-05-24

9 commits to main branch, last one 3 years ago

ADAST emadeldeen24

1

35

apache-2.0

0

[IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"

eeg time-series pseudo-label deep-learning self-training self-attention domain-adaptation transfer-learning attention-mechanism sleep-stage-classification

Created 2021-06-16

38 commits to main branch, last one about a year 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 9 months ago