Search Results - RepositoryStats

389

4.1k

apache-2.0

33

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

3,603 commits to develop branch, last one a day ago

ALBEF salesforce

198

1.6k

bsd-3-clause

13

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

372

1.2k

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

121 commits to master branch, last one 15 days ago

Advances-in-Label-Noise-Learning weijiaheng

59

697

unknown

16

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 2 months ago

HIPT mahmoodlab

91

520

other

11

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 9 months ago

cross-domain-detection naoto0804

77

424

unknown

11

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 9 months ago

dsmil-wsi binli123

88

381

mit

0

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 8 months ago

1-stage-wseg visinf

43

381

apache-2.0

21

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

24

358

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 about a year ago

CheXNet-with-localization thtang

108

317

gpl-3.0

14

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

LOTClass yumeng5

62

296

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 2 years ago

BOND cliang1453

34

292

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

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

22

283

unknown

11

Recent weakly supervised semantic segmentation paper

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

Created 2021-06-13

91 commits to main branch, last one 2 months ago

wildcat.pytorch durandtibo

61

267

mit

15

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

31

223

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 10 months ago

oicr ppengtang

47

220

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

WSL4MIS HiLab-git

34

213

mit

5

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

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

CCAM CVI-SZU

26

190

mit

5

[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 7 months 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

VidChapters antoyang

21

179

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

PuzzleCAM shjo-april

47

175

unknown

4

[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 2 years ago

BaSNet-pytorch Pilhyeon

26

174

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

MCIS_wsss GuoleiSun

15

160

unknown

16

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

Weakly-Supervised-Panoptic-Segmentation qizhuli

22

160

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

ASTRA microsoft

22

157

mit

11

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

156

apache-2.0

5

[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 12 days ago

weasel autonlab

12

154

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 about a year ago

deviation-network GuansongPang

56

146

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

Awesome-Weakly-Supervised-Temporal-Action-Localization Pilhyeon

11

145

unknown

7

A curated publication list on weakly-supervised temporal action localization

wtal temporal-action-detection weakly-supervised-learning temporal-action-localization weakly-supervised-action-detection

Created 2020-12-28

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