Search Results - RepositoryStats

424

4.5k

apache-2.0

31

Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets

ai llm nlp rlhf gpt-4 mlops langchain text-labeling active-learning annotation-tool developer-tools text-annotation machine-learning weak-supervision human-in-the-loop weakly-supervised-learning natural-language-processing

Created 2021-04-28

3,625 commits to develop branch, last one about a month ago

ALBEF salesforce

207

1.6k

bsd-3-clause

12

Code for ALBEF: a new vision-language pre-training method

image-text vision-and-language contrastive-learning representation-learning weakly-supervised-learning

Created 2021-07-13

39 commits to main branch, last one 2 years ago

CLAM mahmoodlab

411

1.3k

gpl-3.0

21

Open source tools for computational pathology - Nature BME

clam pathology tcga-data camelyon16 camelyon17 mahmoodlab deep-learning data-efficient histopathology digital-pathology whole-slide-imaging bioimage-informatics quantitative-pathology computational-pathology weakly-supervised-learning

Created 2020-04-01

122 commits to master branch, last one 4 days ago

Advances-in-Label-Noise-Learning weijiaheng

63

691

unknown

17

A curated (most recent) list of resources for Learning with Noisy Labels

paper conference noisy-data robustness label-noise noisy-labels deep-learning robust-learning unreliable-labels deep-neural-networks noisy-label-learning robust-machine-learning international-conference learning-with-label-noise learning-with-noisy-labels weakly-supervised-learning

Created 2021-04-14

138 commits to main branch, last one 6 months ago

HIPT mahmoodlab

96

555

other

10

Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

cvpr pytorch cvpr2022 deep-learning histopathology high-resolution transfer-learning pretrained-weights vision-transformer unsupervised-learning computational-pathology self-supervised-learning weakly-supervised-learning hierarchical-attention-networks

Created 2022-06-06

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

cross-domain-detection naoto0804

77

427

unknown

10

Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation [Inoue+, CVPR2018].

chainer cross-domain object-detection domain-adaptation weakly-supervised-learning

Created 2018-03-11

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

dsmil-wsi binli123

92

414

mit

1

DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image

pytorch transformer deep-learning histopathology self-attention tumor-detection visiontransformer whole-slide-image whole-slide-imaging deep-neural-networks self-supervised-learning semi-supervised-learning multiple-instance-learning weakly-supervised-learning

Created 2020-11-05

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

1-stage-wseg visinf

43

381

apache-2.0

20

Single-Stage Semantic Segmentation from Image Labels (CVPR 2020)

cvpr2020 semantic-segmentation weakly-supervised-learning

Created 2020-03-24

11 commits to master branch, last one 3 years ago

MaskFreeVIS SysCV

26

363

apache-2.0

8

Mask-Free Video Instance Segmentation [CVPR 2023]

cvpr2023 video-segmentation instance-segmentation weakly-supervised-learning video-instance-segmentation annotation-efficient-learning weakly-supervised-segmentation

Created 2023-03-16

17 commits to main branch, last one 2 years ago

CheXNet-with-localization thtang

109

319

gpl-3.0

13

Weakly Supervised Learning for Findings Detection in Medical Images

nih chexnet pytorch densenet chestxray14 chest-x-ray8 deep-learning bounding-boxes medical-imaging chest-xray-images weakly-supervised-learning

Created 2018-01-17

91 commits to master branch, last one 5 years ago

Awesome-Weakly-Supervised-Semantic-Segmentation-Papers PengtaoJiang

21

318

unknown

10

Recent weakly supervised semantic segmentation paper

semantic-segmantation class-activation-mapping weakly-supervised-learning weakly-supervised-segmentation

Created 2021-06-13

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

LOTClass yumeng5

61

299

apache-2.0

6

[EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach

language-model text-classification weakly-supervised-learning

Created 2020-10-14

33 commits to master branch, last one 3 years 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

wildcat.pytorch durandtibo

61

266

mit

14

PyTorch implementation of "WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation", CVPR 2017

cvpr17 convnet pytorch cvpr2017 cvpr-2017 deep-learning image-classification weakly-supervised-learning

Created 2017-07-07

9 commits to master branch, last one 7 years ago

wrench JieyuZ2

34

224

apache-2.0

6

[NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark

nlp dataset deep-learning data-centric-ai robust-learning data-programming machine-learning weak-supervision sequence-labeling benchmark-framework weakly-supervised-learning

Created 2021-08-23

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

WSL4MIS HiLab-git

34

221

mit

3

Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and application.

medical-image-segmentation weakly-supervised-learning weakly-supervised-segmentation

Created 2020-12-14

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

oicr ppengtang

47

218

mit

12

Caffe codes for our papers "Multiple Instance Detection Network with Online Instance Classifier Refinement" and "PCL: Proposal Cluster Learning for Weakly Supervised Object Detection".

computer-vision object-detection weakly-supervised-learning

Created 2017-02-28

36 commits to master branch, last one 5 years ago

COSINE yueyu1030

26

202

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

CCAM CVI-SZU

26

194

mit

4

[CVPR 2022] C2AM: Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation

image-segmentation contrastive-learning weakly-supervised-learning weakly-supervised-segmentation

Created 2022-03-25

77 commits to master branch, last one 11 months ago

VidChapters antoyang

21

190

mit

4

[NeurIPS 2023 D&B] VidChapters-7M: Video Chapters at Scale

vid2seq pre-training video-captioning multimodal-learning video-understanding vision-and-language dense-video-captioning video-chapter-generation weakly-supervised-learning temporal-language-grounding

Created 2023-06-06

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

Awesome-Weak-Shot-Learning bcmi

13

183

unknown

13

A curated list of papers, code and resources pertaining to weak-shot classification, detection, and segmentation.

few-shot-learning weak-shot-learning zero-shot-learning weakly-supervised-learning

Created 2021-09-29

13 commits to main branch, last one 2 years ago

PuzzleCAM shjo-april

49

179

unknown

3

[ICIP 2021] Puzzle-CAM: Improved localization via matching partial and full features.

deeplearning semantic-segmentation weakly-supervised-learning convolutional-neural-networks weakly-supervised-segmentation

Created 2021-01-25

28 commits to master branch, last one 3 years ago

BaSNet-pytorch Pilhyeon

26

173

mit

3

Official Pytorch Implementation of 'Background Suppression Network for Weakly-supervised Temporal Action Localization' (AAAI-20 Spotlight)

pytorch deep-learning background-modeling weakly-supervised-learning temporal-action-localization

Created 2019-11-21

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

Weakly-Supervised-Panoptic-Segmentation qizhuli

22

161

mit

12

Weakly- and Semi-Supervised Panoptic Segmentation (ECCV18)

eccv-2018 deep-learning scene-parsing computer-vision instance-segmentation panoptic-segmentation semi-supervised-learning weakly-supervised-learning

Created 2018-08-01

40 commits to master branch, last one 3 years ago

MCIS_wsss GuoleiSun

15

161

unknown

15

Code for ECCV 2020 paper (oral): Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation

eccv2020 co-attention semantic-segmentation weakly-supervised-learning cross-image-semantic-relation

Created 2020-07-03

79 commits to master branch, last one 3 years ago

ASTRA microsoft

22

160

mit

10

Self-training with Weak Supervision (NAACL 2021)

nlp machine-learning weak-supervision weakly-supervised-learning

Created 2021-04-12

18 commits to main branch, last one 3 years ago

FrozenBiLM antoyang

23

157

apache-2.0

4

[NeurIPS 2022] Zero-Shot Video Question Answering via Frozen Bidirectional Language Models

vqa videoqa pre-training multimodal-learning video-understanding vision-and-language large-language-models video-question-answering visual-question-answering weakly-supervised-learning

Created 2022-09-25

18 commits to main branch, last one 4 months ago

weasel autonlab

12

156

apache-2.0

4

Weakly Supervised End-to-End Learning (NeurIPS 2021)

deep-learning machine-learning weak-supervision pytorch-lightning end-to-end-learning weakly-supervised-learning multi-source-weak-supervision

Created 2021-07-06

16 commits to main branch, last one 2 years ago

DGR-MIL ChongQingNoSubway

5

152

mit

2

Code for paper: DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification [ECCV 2024]

transformer histopathology self-attention tumor-detection tumor-heterogeneity whole-slide-imaging tumor-classification multiple-instance-learning weakly-supervised-learning histopathology-image-analysis

Created 2024-06-24

19 commits to main branch, last one 4 months ago

deviation-network GuansongPang

55

151

gpl-3.0

4

Source code of the KDD19 paper "Deep anomaly detection with deviation networks", weakly/partially supervised anomaly detection, few-shot anomaly detection, semi-supervised anomaly detection

deep-learning anomaly-detection few-shot-learning outlier-detection semi-supervised-learning weakly-supervised-learning

Created 2019-11-28

13 commits to master branch, last one 3 years ago