Search Results - RepositoryStats

78

435

mit

7

code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"

icml-2020 pseudo-labeling domain-adaptation transfer-learning source-hypothesis-transfer partial-set-domain-adaptation source-free-domain-adaptation multi-source-domain-adaptation

Created 2020-06-14

70 commits to master branch, last one 8 months ago

OpenUnReID open-mmlab

67

396

apache-2.0

13

PyTorch open-source toolbox for unsupervised or domain adaptive object re-ID.

image-retrieval pseudo-labeling re-identification domain-translation unsupervised-learning open-set-domain-adaptation unsupervised-domain-adaptation

Created 2020-05-25

87 commits to master branch, last one 3 years ago

TGS-Salt-Identification SeuTao

89

343

unknown

14

TGS Salt Identification

kaggle pytorch pseudo-labeling

Created 2018-10-21

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

HyperGBM DataCanvasIO

46

334

apache-2.0

15

A full pipeline AutoML tool for tabular data

gbm dask automl sklearn xgboost catboost lightgbm rapidsai datacleaning fullpipeline tabular-data preprocessing pseudo-labeling dask-distributed gpu-acceleration ensemble-learning distributed-training adversarial-validation semi-supervised-learning

Created 2020-10-22

763 commits to main branch, last one 4 months ago

nlp-labelling dataqa

18

260

gpl-3.0

4

Labelling platform for text using weak supervision.

ner nlp text-mining data-science data-labeling search-engine annotation-tool pseudo-labeling weak-supervision text-classification nlp-machine-learning text-annotation-tool learning-with-noisy-labels natural-language-processing learning-with-limited-labeled-data

Created 2021-09-06

41 commits to master branch, last one 2 years ago

ups nayeemrizve

40

230

mit

2

"In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning" by Mamshad Nayeem Rizve, Kevin Duarte, Yogesh S Rawat, Mubarak Shah (ICLR 2021)

pytorch calibration uncertainty pseudo-labeling semi-supervised-learning

Created 2021-03-11

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

COSINE yueyu1030

25

200

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

ETCI-2021-Competition-on-Flood-Detection sidgan

31

162

apache-2.0

5

Experiments on Flood Segmentation on Sentinel-1 SAR Imagery with Cyclical Pseudo Labeling and Noisy Student Training

floods python pytorch arxiv-papers segmentation deep-learning noisy-student pseudo-labeling semi-supervised-learning

Created 2021-07-14

43 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

S2-Transformer zchoi

4

80

mit

2

[IJCAI 2022] Official Pytorch code for paper “S2 Transformer for Image Captioning”

ms-coco pytorch ijcai2022 transformer pseudo-classes pseudo-labeling vision-language image-captioning

Created 2022-04-23

38 commits to main branch, last one 2 months ago

trove som-shahlab

21

70

apache-2.0

6

Weakly supervised medical named entity classification

ner bert umls ontology biomedical pseudo-labeling weak-supervision umls-metathesaurus text-classification learning-with-noisy-labels weakly-supervised-learning

Created 2020-11-26

30 commits to main branch, last one 2 years ago

domain-adaptation-capls hellowangqian

12

54

unknown

2

Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling

office-home pseudo-labeling domain-adaptation zero-shot-learning structured-prediction unsupervised-domain-adaptation

Created 2019-03-22

19 commits to master branch, last one 2 years ago

TTAC Gorilla-Lab-SCUT

4

45

mit

1

[NeurIPS 2022] Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering

deep-learning pseudo-labeling domain-adaptation test-time-training test-time-adaptation

Created 2022-05-31

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

Res-CP majidseydgar

3

43

unknown

1

Semi-Supervised Hyperspectral Image Classification

pseudo-labeling deep-neural-networks semi-supervised-learning hyperspectral-image-classification

Created 2022-07-31

1 commits to main branch, last one 2 years ago

UCMT Senyh

1

38

unknown

6

[IJCAI 2023] Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation

mixup segmentation pseudo-labeling semi-supervised-learning consistency-regularization medical-image-segmentation

Created 2023-01-11

27 commits to main branch, last one 5 months ago

TRSSL nayeemrizve

3

38

mit

1

"Towards Realistic Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Mubarak Shah (ECCV 2022)

pytorch clustering open-world uncertainty deep-learning sinkhorn-knopp pseudo-labeling machine-learning optimal-transport open-world-learning novel-class-discovery semi-supervised-learning open-world-semi-supervised-learning

Created 2022-07-20

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

OpenLDN nayeemrizve

4

32

mit

1

"OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Salman Khan, Fahad Shahbaz Khan, Mubarak Shah (ECCV 2022)

clustering open-world novel-class deep-learning pseudo-labeling machine-learning bi-level-optimization semi-supervised-learning open-world-classification open-world-semi-supervised-learning

Created 2022-07-20

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

urban-traversability-dataset Ikhyeon-Cho

0

31

unknown

1

The dataset for the paper 'Learning self-supervised traversability with navigation experiences of mobile robots: A risk-aware self-training approach'

rosbag pseudo-labeling robotic-perception traversability-mapping traversability-learning self-supervised-learning

Created 2024-01-28

38 commits to master branch, last one 13 days ago

ECCV2024_MBS RoadoneP

3

26

mit

2

[ECCV2024] Mitigating Background Shift in Class-Incremental Semantic Segmentation

eccv2024 segmentation computer-vision pseudo-labeling continual-learning incremental-learning semantic-segmentation knowledge-distillation class-incremental-learning class-incremental-semantic-segmentation

Created 2024-07-04

2 commits to main branch, last one 2 months ago