Search Results - RepositoryStats

317

3.2k

apache-2.0

25

Argilla is a collaboration platform for AI engineers and domain experts that require high-quality outputs, full data ownership, and overall efficiency.

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

3,039 commits to develop branch, last one a day ago

ALBEF salesforce

190

1.4k

bsd-3-clause

11

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 about a year ago

CLAM mahmoodlab

317

919

gpl-3.0

16

Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering

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

119 commits to master branch, last one about a month ago

Advances-in-Label-Noise-Learning weijiaheng

57

624

unknown

14

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

134 commits to main branch, last one 3 months ago

HIPT mahmoodlab

83

468

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 2 months ago

cross-domain-detection naoto0804

75

417

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 2 months ago

1-stage-wseg visinf

44

375

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 2 years ago

MaskFreeVIS SysCV

24

353

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

dsmil-wsi binli123

84

321

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 2 months ago

CheXNet-with-localization thtang

108

314

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 4 years ago

LOTClass yumeng5

61

294

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

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

wildcat.pytorch durandtibo

61

266

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 6 years ago

oicr ppengtang

48

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

wrench JieyuZ2

30

212

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 3 months ago

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

19

207

unknown

9

Recent weakly supervised semantic segmentation paper

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

Created 2021-06-13

80 commits to main branch, last one 29 days 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

WSL4MIS HiLab-git

32

189

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 5 months ago

Awesome-Weak-Shot-Learning bcmi

15

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 about a year ago

CCAM CVI-SZU

26

180

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 28 days ago

BaSNet-pytorch Pilhyeon

25

172

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 9 months ago

PuzzleCAM shjo-april

46

169

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

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 2 years ago

MCIS_wsss GuoleiSun

15

155

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

ASTRA microsoft

21

155

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

VidChapters antoyang

15

155

mit

3

[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 6 months ago

weasel autonlab

11

153

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

FrozenBiLM antoyang

23

145

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

16 commits to main branch, last one 8 months ago

deviation-network GuansongPang

53

137

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 2 years ago

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

10

135

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 6 months ago