weakly-supervised-learning

There are 26 repositories under weakly-supervised-learning topic.

argilla
argilla-io / argilla
Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets
active-learning ai annotation-tool developer-tools gpt-4 human-in-the-loop langchain llm machine-learning mlops natural-language-processing nlp rlhf text-annotation text-labeling weak-supervision weakly-supervised-learning
Language:Python 4743
salesforce / ALBEF
Code for ALBEF: a new vision-language pre-training method
contrastive-learning image-text representation-learning vision-and-language weakly-supervised-learning
Language:Python 1729
CLAM
mahmoodlab / CLAM
Open source tools for computational pathology - Nature BME
histopathology pathology weakly-supervised-learning whole-slide-imaging data-efficient computational-pathology mahmoodlab bioimage-informatics deep-learning tcga-data camelyon16 camelyon17 clam digital-pathology quantitative-pathology
Language:Python 1490
weijiaheng / Advances-in-Label-Noise-Learning
A curated (most recent) list of resources for Learning with Noisy Labels
noisy-labels robustness label-noise noisy-label-learning deep-neural-networks weakly-supervised-learning robust-learning learning-with-noisy-labels deep-learning international-conference paper conference noisy-data unreliable-labels robust-machine-learning learning-with-label-noise
714
mahmoodlab / HIPT
Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)
computational-pathology cvpr cvpr2022 deep-learning hierarchical-attention-networks high-resolution histopathology pretrained-weights pytorch self-supervised-learning transfer-learning unsupervised-learning vision-transformer weakly-supervised-learning
Language:Jupyter Notebook 592
binli123 / dsmil-wsi
DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image
deep-learning multiple-instance-learning whole-slide-imaging whole-slide-image tumor-detection self-attention weakly-supervised-learning histopathology deep-neural-networks semi-supervised-learning self-supervised-learning pytorch transformer visiontransformer
Language:Python 444
naoto0804 / cross-domain-detection
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation [Inoue+, CVPR2018].
object-detection weakly-supervised-learning cross-domain chainer domain-adaptation
Language:Python 434
visinf / 1-stage-wseg
Single-Stage Semantic Segmentation from Image Labels (CVPR 2020)
cvpr2020 semantic-segmentation weakly-supervised-learning
Language:Python 383
SysCV / MaskFreeVIS
Mask-Free Video Instance Segmentation [CVPR 2023]
video-instance-segmentation weakly-supervised-learning weakly-supervised-segmentation annotation-efficient-learning video-segmentation instance-segmentation cvpr2023
Language:Python 368
NVlabs / wetectron
Weakly-supervised object detection.
computer-vision deep-learning object-detection weakly-supervised-learning
Language:Python 367
PengtaoJiang / Awesome-Weakly-Supervised-Semantic-Segmentation-Papers
Recent weakly supervised semantic segmentation paper
class-activation-mapping semantic-segmantation weakly-supervised-learning weakly-supervised-segmentation
361
ZhouYanzhao / PRM
Weakly Supervised Instance Segmentation using Class Peak Response, in CVPR 2018 (Spotlight)
cvpr cvpr2018 pytorch weakly-supervised-learning
346
CheXNet-with-localization
thtang / CheXNet-with-localization
Weakly Supervised Learning for Findings Detection in Medical Images
chexnet densenet nih chest-xray-images chestxray14 weakly-supervised-learning pytorch bounding-boxes medical-imaging chest-x-ray8 deep-learning
Language:Python 321
yumeng5 / LOTClass
[EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach
text-classification weakly-supervised-learning language-model
Language:Python 300
cliang1453 / BOND
BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision
ner named-entity-recognition distant-supervision roberta open-domain self-training weakly-supervised-learning weak-supervision weakly-supervised bert pre-trained fine-tuning natural-language-processing nlp dataset
Language:Python 291
durandtibo / wildcat.pytorch
PyTorch implementation of "WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation", CVPR 2017
pytorch convnet image-classification weakly-supervised-learning deep-learning cvpr-2017 cvpr2017 cvpr17
Language:Python 268
HiLab-git / WSL4MIS
Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and application.
weakly-supervised-learning weakly-supervised-segmentation medical-image-segmentation
Language:Python 228
JieyuZ2 / wrench
[NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark
weak-supervision weakly-supervised-learning data-programming data-centric-ai benchmark-framework machine-learning dataset nlp sequence-labeling deep-learning robust-learning
Language:Python 225
philferriere / tfwss
Weakly Supervised Segmentation with Tensorflow. Implements instance segmentation as described in Simple Does It: Weakly Supervised Instance and Semantic Segmentation, by Khoreva et al. (CVPR 2017).
convolutional-neural-networks deep-learning instance-segmentation segmentation tensorflow weakly-supervised-learning
Language:Jupyter Notebook 221
ppengtang / oicr
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 weakly-supervised-learning object-detection
Language:Python 217
yueyu1030 / COSINE
[NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach'.
weak-supervision weakly-supervised-learning language-model fine-tuning self-training text-classification slot-filling sentence-pair-classification learning-with-noisy-labels contrastive-learning roberta agnews roberta-model pseudo-labeling dataset
Language:Python 204
antoyang / VidChapters
[NeurIPS 2023 D&B] VidChapters-7M: Video Chapters at Scale
dense-video-captioning multimodal-learning pre-training temporal-language-grounding video-captioning video-understanding vision-and-language weakly-supervised-learning vid2seq video-chapter-generation
Language:Jupyter Notebook 198
CVI-SZU / CCAM
[CVPR 2022] C2AM: Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation
image-segmentation weakly-supervised-learning weakly-supervised-segmentation contrastive-learning
Language:Python 198
junsukchoe / ADL
Attention-based Dropout Layer for Weakly Supervised Object Localization (CVPR 2019 Oral)
cvpr2019 weakly-supervised-learning object-localization class-activation-map
Language:Python 197
bcmi / Awesome-Weak-Shot-Learning
A curated list of papers, code and resources pertaining to weak-shot classification, detection, and segmentation.
weak-shot-learning zero-shot-learning few-shot-learning weakly-supervised-learning
184
PuzzleCAM
shjo-april / PuzzleCAM
[ICIP 2021] Puzzle-CAM: Improved localization via matching partial and full features.
weakly-supervised-segmentation deeplearning semantic-segmentation convolutional-neural-networks weakly-supervised-learning
Language:Python 179
Pilhyeon / BaSNet-pytorch
Official Pytorch Implementation of 'Background Suppression Network for Weakly-supervised Temporal Action Localization' (AAAI-20 Spotlight)
temporal-action-localization weakly-supervised-learning background-modeling deep-learning pytorch
Language:Python 171
GuoleiSun / CountSeg
Official code for "Object counting and instance segmentation with image-level supervision", in CVPR 2019 and TPAMI 2020
cvpr2019 instance-segmentation object-counting pytorch tpami2020 weakly-supervised-learning
Language:Python 164
GuoleiSun / MCIS_wsss
Code for ECCV 2020 paper (oral): Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation
co-attention cross-image-semantic-relation eccv2020 semantic-segmentation weakly-supervised-learning
Language:C++ 163
ChongQingNoSubway / DGR-MIL
Code for paper: DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification [ECCV 2024]
multiple-instance-learning whole-slide-imaging histopathology histopathology-image-analysis self-attention transformer tumor-classification tumor-detection tumor-heterogeneity weakly-supervised-learning
Language:Python 162
microsoft / ASTRA
Self-training with Weak Supervision (NAACL 2021)
weak-supervision nlp machine-learning weakly-supervised-learning
Language:Python 162
qizhuli / Weakly-Supervised-Panoptic-Segmentation
Weakly- and Semi-Supervised Panoptic Segmentation (ECCV18)
panoptic-segmentation weakly-supervised-learning semi-supervised-learning scene-parsing instance-segmentation deep-learning computer-vision eccv-2018
Language:MATLAB 162
wanglimin / UntrimmedNet
Weakly Supervised Action Recognition and Detection
weakly-supervised-learning action-recognition action-detection
Language:MATLAB 161
antoyang / FrozenBiLM
[NeurIPS 2022] Zero-Shot Video Question Answering via Frozen Bidirectional Language Models
large-language-models multimodal-learning pre-training video-question-answering video-understanding videoqa vision-and-language visual-question-answering vqa weakly-supervised-learning
Language:Python 156
autonlab / weasel
Weakly Supervised End-to-End Learning (NeurIPS 2021)
deep-learning end-to-end-learning machine-learning multi-source-weak-supervision pytorch-lightning weak-supervision weakly-supervised-learning
Language:Python 156
Pilhyeon / Awesome-Weakly-Supervised-Temporal-Action-Localization
A curated publication list on weakly-supervised temporal action localization
temporal-action-localization temporal-action-detection weakly-supervised-action-detection weakly-supervised-learning wtal
154