#

weakly-supervised-learning

Here are 224 public repositories matching this topic...

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

Updated Nov 18, 2024
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

Updated Sep 20, 2022
Python

CLAM

mahmoodlab / CLAM

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

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

Updated Jul 31, 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

Updated Mar 16, 2024
Python

visinf / 1-stage-wseg

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

semantic-segmentation weakly-supervised-learning cvpr2020

Updated Nov 10, 2021
Python

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

Updated Apr 29, 2024
Python

NVlabs / wetectron

Weakly-supervised object detection.

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

Updated Dec 2, 2020
Python

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

Updated Apr 9, 2024
Python

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

Updated Jun 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

Updated Feb 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

Updated Jun 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

Updated Aug 14, 2023
Python

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

Updated Jan 1, 2021
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

Updated Feb 13, 2024
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

Updated Dec 9, 2023
Python

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'.

text-classification weak-supervision dataset self-training language-model slot-filling weakly-supervised-learning fine-tuning pseudo-labeling roberta learning-with-noisy-labels agnews sentence-pair-classification contrastive-learning roberta-model

Updated Aug 17, 2022
Python

junsukchoe / ADL

Attention-based Dropout Layer for Weakly Supervised Object Localization (CVPR 2019 Oral)

weakly-supervised-learning class-activation-map object-localization cvpr2019

Updated Jan 31, 2020
Python

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

Updated May 4, 2024
Python

PuzzleCAM

shjo-april / PuzzleCAM

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

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

Updated Mar 29, 2022
Python

Pilhyeon / BaSNet-pytorch

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

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

Updated Sep 5, 2023
Python

Improve this page

Add a description, image, and links to the weakly-supervised-learning topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the weakly-supervised-learning topic, visit your repo's landing page and select "manage topics."