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weakly-supervised-learning

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argilla

argilla-io /argilla

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

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

UpdatedDec 15, 2025
Python

salesforce /ALBEF

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

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

UpdatedSep 20, 2022
Python

CLAM

mahmoodlab /CLAM

Open source tools for computational pathology - Nature BME

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

UpdatedApr 14, 2025
Python

weijiaheng /Advances-in-Label-Noise-Learning

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

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

UpdatedOct 18, 2024

mahmoodlab /HIPT

Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

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

UpdatedMar 19, 2024
Jupyter Notebook

binli123 /dsmil-wsi

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

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

UpdatedApr 29, 2024
Python

naoto0804 /cross-domain-detection

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

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

UpdatedMar 16, 2024
Python

visinf /1-stage-wseg

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

semantic-segmentation weakly-supervised-learning cvpr2020

UpdatedNov 10, 2021
Python

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

Recent weakly supervised semantic segmentation paper

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

UpdatedAug 26, 2025

SysCV /MaskFreeVIS

Mask-Free Video Instance Segmentation [CVPR 2023]

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

UpdatedApr 9, 2024
Python

NVlabs /wetectron

Weakly-supervised object detection.

computer-vision deep-learning object-detection weakly-supervised-learning

UpdatedDec 2, 2020
Python

ZhouYanzhao /PRM

Weakly Supervised Instance Segmentation using Class Peak Response, in CVPR 2018 (Spotlight)

pytorch cvpr weakly-supervised-learning cvpr2018

UpdatedJul 15, 2018

CheXNet-with-localization

thtang /CheXNet-with-localization

Weakly Supervised Learning for Findings Detection in Medical Images

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

UpdatedJun 21, 2022
Python

yumeng5 /LOTClass

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

text-classification language-model weakly-supervised-learning

UpdatedFeb 2, 2022
Python

cliang1453 /BOND

BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision

nlp natural-language-processing weak-supervision dataset named-entity-recognition self-training ner bert pre-trained weakly-supervised-learning distant-supervision weakly-supervised fine-tuning roberta open-domain

UpdatedJun 2, 2021
Python

durandtibo /wildcat.pytorch

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

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

UpdatedAug 14, 2023
Python

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 medical-image-segmentation weakly-supervised-segmentation

UpdatedDec 9, 2023
Python

JieyuZ2 /wrench

[NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark

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

UpdatedFeb 13, 2024
Python

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).

deep-learning tensorflow segmentation convolutional-neural-networks weakly-supervised-learning instance-segmentation

UpdatedJul 15, 2018
Jupyter Notebook

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 object-detection weakly-supervised-learning

UpdatedJan 1, 2021
Python

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