Projects in Awesome Lists tagged with weakly-supervised-learning

https://github.com/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

Last synced: 16 Dec 2024

https://github.com/salesforce/albef

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

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

Last synced: 21 Dec 2024

https://github.com/mahmoodlab/clam

Open source tools for computational pathology - Nature BME

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

Last synced: 19 Dec 2024

https://github.com/mahmoodlab/CLAM

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

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

Last synced: 13 Nov 2024

https://github.com/weijiaheng/Advances-in-Label-Noise-Learning

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

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

Last synced: 05 Nov 2024

https://github.com/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

Last synced: 15 Dec 2024

https://github.com/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

Last synced: 13 Nov 2024

https://github.com/naoto0804/cross-domain-detection

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

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

Last synced: 17 Dec 2024

https://github.com/visinf/1-stage-wseg

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

cvpr2020 semantic-segmentation weakly-supervised-learning

Last synced: 05 Nov 2024

https://github.com/yumeng5/LOTClass

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

language-model text-classification weakly-supervised-learning

Last synced: 11 Nov 2024

https://github.com/durandtibo/wildcat.pytorch

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

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

Last synced: 17 Dec 2024

https://github.com/pengtaojiang/awesome-weakly-supervised-semantic-segmentation-papers

Recent weakly supervised semantic segmentation paper

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

Last synced: 19 Nov 2024

https://github.com/jieyuz2/wrench

[NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark

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

Last synced: 15 Dec 2024

https://github.com/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

Last synced: 19 Dec 2024

https://github.com/JieyuZ2/wrench

[NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark

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

Last synced: 03 Oct 2024

https://github.com/hilab-git/wsl4mis

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

Last synced: 18 Dec 2024

https://github.com/HiLab-git/WSL4MIS

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

Last synced: 29 Oct 2024

https://github.com/cvi-szu/ccam

[CVPR 2022] C2AM: Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation

contrastive-learning image-segmentation weakly-supervised-learning weakly-supervised-segmentation

Last synced: 18 Dec 2024

https://github.com/Pilhyeon/BaSNet-pytorch

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

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

Last synced: 13 Nov 2024

https://github.com/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

Last synced: 05 Nov 2024

https://github.com/microsoft/astra

Self-training with Weak Supervision (NAACL 2021)

machine-learning nlp weak-supervision weakly-supervised-learning

Last synced: 19 Dec 2024

https://github.com/microsoft/ASTRA

Self-training with Weak Supervision (NAACL 2021)

machine-learning nlp weak-supervision weakly-supervised-learning

Last synced: 05 Nov 2024

https://github.com/Richarizardd/Self-Supervised-ViT-Path

Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)

computational-pathology deep-learning histopathology neurips pretrained-weights pytorch self-supervised-learning transfer-learning unsupervised-learning vision-transformer weakly-supervised-learning

Last synced: 13 Nov 2024

https://github.com/richarizardd/self-supervised-vit-path

Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)

computational-pathology deep-learning histopathology neurips pretrained-weights pytorch self-supervised-learning transfer-learning unsupervised-learning vision-transformer weakly-supervised-learning

Last synced: 24 Nov 2024

https://github.com/vasgaowei/TS-CAM

Codes for TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object Localization.

object-localization transformer weakly-supervised-learning

Last synced: 15 Nov 2024

https://github.com/zgojcic/rigid3dsceneflow

[CVPR 2021, Oral] "Weakly Supervised Learning of Rigid 3D Scene Flow"

3d-vision scene-flow weakly-supervised-learning

Last synced: 14 Nov 2024

https://github.com/jbeomlee93/AdvCAM

Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation (CVPR 2021)

advcam cvpr2021 weakly-supervised-learning weakly-supervised-segmentation

Last synced: 09 Nov 2024

https://github.com/MarvinLer/tcga_segmentation

Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024

computational-pathology data-efficient histopathology image-segmentation medical-imaging miccai multiple-instance-learning pathology segmentation slide-image-segmentation tcga tcga-data tumor-segmentation weakly-supervised-learning whole-slide-imaging wsi

Last synced: 13 Nov 2024

https://github.com/hlesmqh/WS3D

Official version of 'Weakly Supervised 3D object detection from Lidar Point Cloud'(ECCV2020)

3d-annotation 3d-annotator 3d-detection bird-eye-view cascade-inference eccv2020 lidar point-cloud point-cloud-detection pointrcnn pytorch vehicle-detection weakly-supervised-learning ws3d

Last synced: 28 Oct 2024

https://github.com/Pilhyeon/Awesome-Weakly-Supervised-Temporal-Action-Localization

A curated publication list on weakly-supervised temporal action localization

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

Last synced: 16 Nov 2024

https://github.com/cvi-szu/clims

[CVPR 2022] CLIMS: Cross Language Image Matching for Weakly Supervised Semantic Segmentation

semantic-segmentation weakly-supervised-learning weakly-supervised-segmentation

Last synced: 13 Nov 2024

https://github.com/YipengHu/label-reg

(This repo is no longer up-to-date. Any updates will be at https://github.com/DeepRegNet/DeepReg/) A demo of the re-factored label-driven registration code, based on "Weakly-supervised convolutional neural networks for multimodal image registration"

convolutional-neural-networks deep-learning image-guided-interventions medical-image-registration tensorflow weakly-supervised-learning

Last synced: 27 Oct 2024

https://github.com/knodle/knodle

A PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently develop and compare their own methods.

ai classification denoising-methods knodle machine-learning natural-language-procressing python pytorch relation-extraction snorkel weak-supervision weakly-supervised-learning

Last synced: 26 Oct 2024

https://github.com/twke18/SPML

Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning

computer-vision deep-learning metric-learning semantic-segmentation weakly-supervised-learning

Last synced: 29 Oct 2024

https://github.com/hazyresearch/reef

Automatically labeling training data

machine-learning stanford synthesis weakly-supervised-learning

Last synced: 16 Nov 2024

https://github.com/mahmoodlab/tripath

Analysis of 3D pathology samples using weakly supervised AI - Cell

3d-medical-images 3d-mil 3d-multiple-instance-learning 3d-path 3d-pathology 3d-tissue-imaging cell volumetric-data volumetric-multiple-instance-learning weakly-supervised-learning

Last synced: 20 Dec 2024

https://github.com/amzn/amazon-weak-ner-needle

Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data

bert biomedical biomedical-named-entity-recognition distant-supervision ner weak-supervision weakly-supervised-learning

Last synced: 11 Nov 2024

https://github.com/salesforce/mopro

MoPro: Webly Supervised Learning

noisy-labels representation-learning weakly-supervised-learning webly-supervised-learning

Last synced: 08 Nov 2024

https://github.com/salesforce/MoPro

MoPro: Webly Supervised Learning

noisy-labels representation-learning weakly-supervised-learning webly-supervised-learning

Last synced: 15 Nov 2024

https://github.com/amazon-science/omni-detr

PyTorch implementation of Omni-DETR for omni-supervised object detection: https://arxiv.org/abs/2203.16089

object-detection omni-supervised-learning semi-supervised-learning weakly-supervised-learning

Last synced: 12 Nov 2024

https://github.com/maxent-ai/zeroshot_topics

Topic Inference with Zeroshot models

bert data-science huggingface hypernymy-extraction keybert keyword-extraction knowledge-graph labelled-data labelling linguistics machine-learning nli nlp taxonomy text text-classification transformers weak-supervision weakly-supervised-learning zeroshot-learning

Last synced: 07 Nov 2024

https://github.com/Correr-Zhou/SPML-AckTheUnknown

[ECCV 2022] Offical implementation of the paper "Acknowledging the Unknown for Multi-label Learning with Single Positive Labels".

computer-vision deep-learning eccv2022 machine-learning multi-label-image-classification multi-label-learning weakly-supervised-learning

Last synced: 05 Nov 2024

https://github.com/cskyl/SAM_WSSS

SAM Enhance Mask Quality for WSSS: This repository provides tools for generating, evaluating, and visualizing enhanced pseudo masks for Weakly Supervised Semantic Segmentation (WSSS) using the Segment Anything Model (SAM).

pascal-voc sam weakly-supervised-learning wsss

Last synced: 30 Nov 2024

https://github.com/mahmoodlab/crane

Deep learning enabled assessment of cardiac allograft rejection from endomyocardial biopsies- Nature Medicine

biopsy-screening endomyocardial histology pathology weakly-supervised-learning whole-slide-imaging

Last synced: 17 Nov 2024

https://github.com/fitushar/weaklysupervised-3d-classification-of-chest-ct-using-aggregated-multiresolution-segmentation-feature

This Repo contains the updated implementation of our paper "Weakly supervised 3D classification of chest CT using aggregated multi-resolution deep segmentation features", Proc. SPIE 11314, Medical Imaging 2020: Computer-Aided Diagnosis, 1131408 (16 March 2020)

3d 3d-cnn ct-imaging deep-learning densevnet3d feature-aggregation lung-disease multi-label-classification multi-label-loss multi-resolution segmentation-features segmentation-models spie-cad spie-cad-2020 tensorflow2 tfrecords weakly-supervised-classification weakly-supervised-learning weight-binary-crossentrophy weighted-loss

Last synced: 08 Nov 2024

https://github.com/doccano/spacy-partial-tagger

A simple library for training named entity recognition model from partially annotated data

named-entity-recognition natural-language-processing nlp spacy weak weak-supervision weakly-supervised-learning

Last synced: 10 Oct 2024

https://github.com/dazhangyu123/ACMIL

WSI classification

acmil bracs camelyon16 computational-pathology digital-pathology histopathology multiple-instance-learning pathology-image weakly-supervised-learning whole-slide-image

Last synced: 13 Nov 2024

https://github.com/fitushar/WeaklySupervised-3D-Classification-of-Chest-CT-using-Aggregated-MultiResolution-Segmentation-Feature

This Repo contains the updated implementation of our paper "Weakly supervised 3D classification of chest CT using aggregated multi-resolution deep segmentation features", Proc. SPIE 11314, Medical Imaging 2020: Computer-Aided Diagnosis, 1131408 (16 March 2020)

3d 3d-cnn ct-imaging deep-learning densevnet3d feature-aggregation lung-disease multi-label-classification multi-label-loss multi-resolution segmentation-features segmentation-models spie-cad spie-cad-2020 tensorflow2 tfrecords weakly-supervised-classification weakly-supervised-learning weight-binary-crossentrophy weighted-loss

Last synced: 28 Oct 2024

https://github.com/pipixin321/glancevad

Official implementation of GlanceVAD

deep-learning multi-instance-learning point-supervision video video-anomaly-detection weakly-supervised-learning

Last synced: 18 Dec 2024

https://github.com/clownrat6/out-of-candidate-rectification

[cvpr2023] implementation of out-of-candidate rectification methods

cvpr cvpr2023 noisy-label-learning semantic-segmentation weakly-supervised-learning

Last synced: 21 Nov 2024

https://github.com/bostdiek/publicweaklysupervised

(Machine) Learning to Do More with Less

artifical-neural-network bsm ipynb jupyter-notebook paper weakly-supervised-learning

Last synced: 11 Oct 2024

https://github.com/prs-eth/popcorn

🍿POPCORN: High-resolution Population Maps Derived from Sentinel-1 and Sentinel-2 🌍🛰️

deep-learning population-mapping remote-sensing sentinel-1 sentinel-2 super-resolution weakly-supervised-learning

Last synced: 06 Nov 2024

https://github.com/cvi-szu/qa-clims

[ACM MM 2023] QA-CLIMS: Question-Answer Cross Language Image Matching for Weakly Supervised Semantic Segmentation

semantic-segmentation weakly-supervised-learning weakly-supervised-segmentation

Last synced: 13 Nov 2024

https://github.com/wondervictor/dpl.pytorch

Pytorch Implementation for "Deep Patch Learning for Weakly Supervised Object Classification and Discovery"

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

Last synced: 16 Nov 2024

https://github.com/sar-gupta/gradcam-pytorch

Implementation of GradCAM algorithm in Pytorch

artificial-intelligence convolutional-neural-networks deep-learning gradcam localisation localization python3 pytorch visualization weakly-supervised-learning

Last synced: 07 Nov 2024

https://github.com/lorenzoranucci/sentimantic

Linked Data Knowledge Base Population (KBP) framework built on top of Snorkel. The default configuration uses Wikipedia as text corpus and DBpedia as target.

distant-supervision docker information-extraction knowledge-base-construction knowledge-base-population linked-data linked-data-quality-assessment natural-language-processing nlp relation-extraction weak-supervision weakly-supervised-learning wikipedia-scraper

Last synced: 27 Oct 2024

https://github.com/julilien/MitigatingLabelNoiseDataAmbiguation

Supplementary material and code for "Mitigating Label Noise through Data Ambiguation" as published at AAAI 2024.

aaai aaai2024 data-ambiguation deep-learning label-noise label-relaxation machine-learning robustness weakly-supervised-learning

Last synced: 05 Nov 2024

https://github.com/slonetime/EBSeg

[CVPR2024] Open-Vocabulary Semantic Segmentation with Image Embedding Balancing

referring-image-segmentation weakly-supervised-learning

Last synced: 30 Nov 2024

https://github.com/fitushar/multi-label-weakly-supervised-classification-of-body-ct

A rule-based algorithm enabled the automatic extraction of disease labels from tens of thousands of radiology reports. These weak labels were used to create deep learning models to classify multiple diseases for three different organ systems in body CT.

3d 3d-classification 3d-resnet 3d-segmentation ct ct-scan-images kidney kidney-disease kidney-disease-prediction liver-disease liver-disease-prediction machine-learning multi-label-disease multi-label-disease-classification multi-label-image-classification rule-based-modeling tensorflow2 weakly-supervised-learning

Last synced: 08 Nov 2024

https://github.com/fitushar/classification-of-chest-ct-using-caselevel-weak-supervision

Classification of chest CT using caselevel weak supervision

2d classi classification-model dicom-images keras keras-model lung-cancer lung-cancer-classification png resnet-50 slice spie-cad weakly-supervised weakly-supervised-learning

Last synced: 08 Nov 2024