GitHub topics: weakly-supervised-learning
argilla-io/argilla
Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets
Language: Python - Size: 772 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 4,561 - Forks: 440
wanglimin/UntrimmedNet
Weakly Supervised Action Recognition and Detection
Language: Matlab - Size: 1.23 MB - Last synced at: 3 days ago - Pushed at: over 6 years ago - Stars: 161 - Forks: 48
rekkles2/Fed_WSVAD
[IEEE TII 2025] Official Implementation for "Dual-Detector Reoptimization for Federated Weakly Supervised Video Anomaly Detection via Adaptive Dynamic Recursive Mapping"
Language: Python - Size: 4.37 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 6 - Forks: 0
Pilhyeon/Awesome-Weakly-Supervised-Temporal-Action-Localization
A curated publication list on weakly-supervised temporal action localization
Size: 114 KB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 153 - Forks: 10
mahmoodlab/HIPT
Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)
Language: Jupyter Notebook - Size: 740 MB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 568 - Forks: 100
MarvinLer/tcga_segmentation
Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024
Language: Python - Size: 63.1 MB - Last synced at: 6 days ago - Pushed at: almost 4 years ago - Stars: 139 - Forks: 35
praveena2j/awesome-Weakly-Supervised-Facial-Behavior-Analysis
A curated list of weakly supervised learning methods and datasets for facial behavior analysis.
Size: 908 KB - Last synced at: 14 days ago - Pushed at: 8 months ago - Stars: 3 - Forks: 0
pipixin321/GlanceVAD
[ICME 2025] Official implementation of "GlanceVAD: Exploring Glance Supervision for Label-efficient Video Anomaly Detection"
Language: Python - Size: 45.8 MB - Last synced at: 1 day ago - Pushed at: 3 months ago - Stars: 29 - Forks: 2
sbelharbi/colo-cam
Pytorch code for "CoLo-CAM: Class Activation Mapping for Object Co-Localization in Weakly-Labeled Unconstrained Videos"
Language: Python - Size: 6.17 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 1 - Forks: 0
mahmoodlab/CLAM
Open source tools for computational pathology - Nature BME
Language: Python - Size: 45.8 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 1,332 - Forks: 422
Minqi824/Overlap
Official code and data repository of "Anomaly Detection with Score Distribution Discrimination", KDD' 23.
Language: Python - Size: 184 MB - Last synced at: 20 days ago - Pushed at: almost 2 years ago - Stars: 23 - Forks: 2
Sprinter1999/FNBench
Official codes for IEEE TDSC paper FNBench: Benchmarking Robust Federated Learning against Noisy Labels (under major revision)
Language: Python - Size: 1.6 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 7 - Forks: 0
thtang/CheXNet-with-localization
Weakly Supervised Learning for Findings Detection in Medical Images
Language: Python - Size: 174 MB - Last synced at: 18 days ago - Pushed at: about 3 years ago - Stars: 317 - Forks: 109
salesforce/ALBEF 📦
Code for ALBEF: a new vision-language pre-training method
Language: Python - Size: 69.9 MB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 1,652 - Forks: 206
Richarizardd/Self-Supervised-ViT-Path
Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)
Language: Jupyter Notebook - Size: 39.6 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 140 - Forks: 19
Westlake-AI/SemiReward
[ICLR 2024] SemiReward: A General Reward Model for Semi-supervised Learning
Language: Python - Size: 1.13 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 66 - Forks: 2
mahmoodlab/TriPath
Analysis of 3D pathology samples using weakly supervised AI - Cell
Language: Python - Size: 79.6 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 99 - Forks: 11
PengtaoJiang/Awesome-Weakly-Supervised-Semantic-Segmentation-Papers
Recent weakly supervised semantic segmentation paper
Size: 66.4 KB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 318 - Forks: 22
Younger330/SemanticEnergyLoss
BIBM2023 regular paper for "Addressing Sparse Annotation: a Novel Semantic Energy Loss for Tumor Cell Detection from Histopathologic Images"
Language: Python - Size: 3.78 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 30 - Forks: 0
clownrat6/Out-of-Candidate-Rectification
[cvpr2023] implementation of out-of-candidate rectification methods
Size: 2.96 MB - Last synced at: 27 days ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 1
naoto0804/cross-domain-detection
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation [Inoue+, CVPR2018].
Language: Python - Size: 1.84 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 430 - Forks: 77
vasgaowei/TS-CAM
Codes for TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object Localization.
Language: Jupyter Notebook - Size: 21.6 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 140 - Forks: 24
zhiyuanpeng/SPTAR
Soft Prompt Tuning for Augmenting Dense Retrieval with Large Language Models
Language: Jupyter Notebook - Size: 88.9 MB - Last synced at: about 5 hours ago - Pushed at: 4 months ago - Stars: 11 - Forks: 2
CVI-SZU/CLIMS
[CVPR 2022] CLIMS: Cross Language Image Matching for Weakly Supervised Semantic Segmentation
Language: Python - Size: 41.5 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 130 - Forks: 12
salesforce/MoPro 📦
MoPro: Webly Supervised Learning
Language: Python - Size: 603 KB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 87 - Forks: 8
dazhangyu123/ACMIL
Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)
Language: Python - Size: 67.5 MB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 90 - Forks: 11
dazhangyu123/AEM
AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image Classification
Language: Python - Size: 4.65 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 11 - Forks: 1
JieyuZ2/wrench
[NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark
Language: Python - Size: 1.81 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 223 - Forks: 34
NVlabs/wetectron
Weakly-supervised object detection.
Language: Python - Size: 8.1 MB - Last synced at: 20 days ago - Pushed at: over 4 years ago - Stars: 366 - Forks: 45
durandtibo/wildcat.pytorch
PyTorch implementation of "WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation", CVPR 2017
Language: Python - Size: 17.6 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 267 - Forks: 61
howard-hou/UniqueClassCount
Pytorch implementation for ICLR 2020 paper "Weakly Supervised Clustering by Exploiting Unique Class Count"
Language: Jupyter Notebook - Size: 32.9 MB - Last synced at: 5 days ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 1
yumeng5/LOTClass
[EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach
Language: Python - Size: 30.3 KB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 299 - Forks: 61
microsoft/ASTRA
Self-training with Weak Supervision (NAACL 2021)
Language: Python - Size: 261 KB - Last synced at: 5 days ago - Pushed at: almost 2 years ago - Stars: 160 - Forks: 22
can-can-ya/QPMIL-VL
✨ [AAAI 2025] Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification
Language: Python - Size: 2.42 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 39 - Forks: 1
biquality-learn/biquality-learn
A Python Library for Biquality Learning
Language: Python - Size: 132 KB - Last synced at: 15 days ago - Pushed at: 3 months ago - Stars: 14 - Forks: 1
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)
Language: Python - Size: 8.68 MB - Last synced at: 2 months ago - Pushed at: about 5 years ago - Stars: 25 - Forks: 4
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.
Language: Python - Size: 1.78 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 8 - Forks: 1
Luffy03/AGMM-SASS
[CVPR 2023] Sparsely Annotated Semantic Segmentation with Adaptive Gaussian Mixtures
Language: Python - Size: 173 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 74 - Forks: 11
NVlabs/DiscoBox
The Official PyTorch Implementation of DiscoBox.
Language: Python - Size: 11.9 MB - Last synced at: 20 days ago - Pushed at: over 2 years ago - Stars: 95 - Forks: 9
weijiaheng/Advances-in-Label-Noise-Learning
A curated (most recent) list of resources for Learning with Noisy Labels
Size: 528 KB - Last synced at: 3 months ago - Pushed at: 9 months ago - Stars: 684 - Forks: 62
CAMMA-public/rendezvous
A transformer-inspired neural network for surgical action triplet recognition from laparoscopic videos.
Language: Python - Size: 2.24 MB - Last synced at: 11 days ago - Pushed at: almost 2 years ago - Stars: 24 - Forks: 10
CVI-SZU/CCAM
[CVPR 2022] C2AM: Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation
Language: Python - Size: 5.05 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 193 - Forks: 26
yzhan238/TELEClass
The source code used for paper "TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision", published in WWW 2025.
Language: Python - Size: 144 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
Spritea/BoxMOTS
Towards High Quality Multi-Object Tracking and Segmentation without Mask Supervision [TIP 2024]
Language: Python - Size: 134 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 0
Kan67/nature
Simple Tailwind CSS and JavaScript project, Nature.
Language: HTML - Size: 10.1 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
jbeomlee93/AdvCAM
Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation (CVPR 2021)
Language: Python - Size: 2.62 MB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 131 - Forks: 16
matsuo-shinnosuke/ISOAL
Instance-wise Supervision-level Optimization in Active Learning in CVPR2025
Language: Python - Size: 549 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0
carolchenyx/MGFN.
This is the official repo of paper accepted in AAAI 2023 Oral.
Language: Python - Size: 43.9 KB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 89 - Forks: 15
prs-eth/Popcorn
[RSE 2024] 🍿POPCORN: High-resolution Population Maps Derived from Sentinel-1 and Sentinel-2 🌍🛰️
Language: Jupyter Notebook - Size: 10.5 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 39 - Forks: 10
joaoaleite/PASTEL
PASTEL (Prompted weAk Supervision wiTh crEdibility signaLs) is a weakly supervised approach that leverages large language models to extract credibility signals from web content, then further combines them to predict content veracity without using any ground truth labels.
Language: Jupyter Notebook - Size: 334 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0
Minqi824/ADGym
Official Implement of "ADGym: Design Choices for Deep Anomaly Detection", NeurIPS 2023
Language: Python - Size: 153 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 29 - Forks: 6
visinf/1-stage-wseg
Single-Stage Semantic Segmentation from Image Labels (CVPR 2020)
Language: Python - Size: 6.76 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 381 - Forks: 43
HiLab-git/WSL4MIS
Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and application.
Language: Python - Size: 231 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 222 - Forks: 34
muberraozmen/BNCL
Substituting Data Annotation with Balanced Updates and Collective Loss in Multi-label Text Classification (CoLLAs 2023)
Language: Python - Size: 129 KB - Last synced at: 4 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
Correr-Zhou/SPML-AckTheUnknown
[ECCV 2022] Offical implementation of the paper "Acknowledging the Unknown for Multi-label Learning with Single Positive Labels".
Language: Python - Size: 31.7 MB - Last synced at: 3 months ago - Pushed at: 12 months ago - Stars: 42 - Forks: 2
mahmoodlab/CRANE
Deep learning enabled assessment of cardiac allograft rejection from endomyocardial biopsies- Nature Medicine
Language: Python - Size: 4.16 MB - Last synced at: 2 months ago - Pushed at: about 3 years ago - Stars: 31 - Forks: 8
djene-mengistu/Machine-Vision-and-Anomaly-Detection-Papers
This repo contains state-of-the-art deep learning models for industrial anomaly detection, defect segmentation, detection, and classification, with other industrial machine vision applications.
Size: 59.6 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 7 - Forks: 1
Pilhyeon/BaSNet-pytorch
Official Pytorch Implementation of 'Background Suppression Network for Weakly-supervised Temporal Action Localization' (AAAI-20 Spotlight)
Language: Python - Size: 96.7 KB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 173 - Forks: 26
julilien/MitigatingLabelNoiseDataAmbiguation
Supplementary material and code for "Mitigating Label Noise through Data Ambiguation" as published at AAAI 2024.
Language: Python - Size: 882 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 0
doccano/spacy-partial-tagger
A simple library for training named entity recognition model from partially annotated data
Language: Jupyter Notebook - Size: 542 KB - Last synced at: about 4 hours ago - Pushed at: over 1 year ago - Stars: 23 - Forks: 2
ytanaka-bio/scIDST
Inference of Disease Progressive Level in Single-Cell Data
Language: Python - Size: 3.52 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 4 - Forks: 0
hlesmqh/WS3D
Official version of 'Weakly Supervised 3D object detection from Lidar Point Cloud'(ECCV2020)
Language: Python - Size: 2.56 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 126 - Forks: 11
Sprinter1999/FedLSR
Official codes for ACM CIKM '22 full paper: Towards Federated Learning against Noisy Labels via Local Self-Regularization
Language: Jupyter Notebook - Size: 1.18 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 50 - Forks: 3
GuoleiSun/CountSeg
Official code for "Object counting and instance segmentation with image-level supervision", in CVPR 2019 and TPAMI 2020
Language: Python - Size: 170 MB - Last synced at: 3 months ago - Pushed at: almost 5 years ago - Stars: 162 - Forks: 43
HazyResearch/reef
Automatically labeling training data
Language: Jupyter Notebook - Size: 6.35 MB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 105 - Forks: 27
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.
Language: Python - Size: 937 KB - Last synced at: 3 months ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0
amzn/amazon-weak-ner-needle 📦
Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data
Language: Python - Size: 104 KB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 100 - Forks: 27
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.
Language: Python - Size: 22.6 MB - Last synced at: 1 day ago - Pushed at: 10 months ago - Stars: 108 - Forks: 15
stainlessnight/LLP-LargeBags
Theoretical Proportion Label Perturbation for Learning from Label Proportions in Large Bags in ECAI2024.
Language: Python - Size: 26.4 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 3 - Forks: 0
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"
Language: Python - Size: 995 KB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 119 - Forks: 32
ChongQingNoSubway/DGR-MIL
Code for paper: DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification [ECCV 2024]
Language: Python - Size: 2.29 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 128 - Forks: 4
zgojcic/Rigid3DSceneFlow
[CVPR 2021, Oral] "Weakly Supervised Learning of Rigid 3D Scene Flow"
Language: Python - Size: 714 KB - Last synced at: 25 days ago - Pushed at: almost 3 years ago - Stars: 138 - Forks: 18
Huster-Hq/MonoBox
[AAAI 2025] MonoBox: Tightness-free Box-supervised Polyp Segmentation using Monotonicity Constraint
Language: Python - Size: 21.7 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 8 - Forks: 0
wurenzhi/hyper_label_model
A hyper label model to aggregate multiple weak labels in a single forward pass
Language: Python - Size: 163 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 2
twke18/SPML 📦
Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning
Language: Python - Size: 6.89 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 103 - Forks: 26
astra-vision/COARSE3D
COARSE3D: Class-Prototypes for Contrastive Learning in Weakly-Supervised 3D Point Cloud Segmentation (BMVC 2022)
Language: Python - Size: 63.1 MB - Last synced at: 7 months ago - Pushed at: almost 2 years ago - Stars: 41 - Forks: 5
amazon-science/omni-detr
PyTorch implementation of Omni-DETR for omni-supervised object detection: https://arxiv.org/abs/2203.16089
Language: Python - Size: 210 KB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 66 - Forks: 6
AaronWard/PU-learning-example
An example repo for how PU Bagging and TSA works.
Language: Python - Size: 97.7 KB - Last synced at: 7 months ago - Pushed at: over 5 years ago - Stars: 32 - Forks: 15
VinAIResearch/GaPro
GaPro: Box-Supervised 3D Point Cloud Instance Segmentation Using Gaussian Processes as Pseudo Labelers (ICCV 2023)
Language: Python - Size: 36.2 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 18 - Forks: 1
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).
Language: Python - Size: 3.51 MB - Last synced at: 7 months ago - Pushed at: over 1 year ago - Stars: 67 - Forks: 1
shengyangsun/MSBT
Official implementation of "Multi-scale Bottleneck Transformer for Weakly Supervised Multimodal Violence Detection"
Language: Python - Size: 54.4 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 11 - Forks: 2
AKASH2907/awesome-spatio-temporal-action-detection
A curated list of papers in the domain of spatio-temporal action detection (or action localization.) NOTE: This repository does not contains papers for Temporal Action Localization.
Size: 5.86 KB - Last synced at: 14 days ago - Pushed at: about 3 years ago - Stars: 6 - Forks: 2
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).
Language: Jupyter Notebook - Size: 2.02 MB - Last synced at: 3 months ago - Pushed at: almost 7 years ago - Stars: 221 - Forks: 49
gvalvano/multiscale-adversarial-attention-gates
Code for the paper: Valvano G. et al. (2021), Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates
Language: Python - Size: 2.39 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 43 - Forks: 9
tayebiarasteh/lane-detection
Weakly-supervised road-lane markings detection for autonomous driving, mitigating the lack of training data
Language: Python - Size: 234 MB - Last synced at: 2 months ago - Pushed at: 9 months ago - Stars: 14 - Forks: 1
CVI-SZU/QA-CLIMS
[ACM MM 2023] QA-CLIMS: Question-Answer Cross Language Image Matching for Weakly Supervised Semantic Segmentation
Language: Python - Size: 9.21 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 12 - Forks: 0
IoBT-VISTEC/OCTAve
Implementation for OCTAve: 2D en face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning with Locality Augmentation (IEEE Transactions on Biomedical Engineering))
Language: Python - Size: 554 KB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 1
HSG-AIML/sparse-vit-wsss
Code repository for Hanna, J., Mommert, M., & Borth, D. (2023). Sparse Multimodal Vision Transformer for Weakly Supervised Semantic Segmentation, In CVPRW EarthVision 2023
Language: Python - Size: 26.4 KB - Last synced at: 7 months ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 2
skent259/mildsvm
Multiple Instance Learning with Distributions, SVM
Language: R - Size: 865 KB - Last synced at: 26 days ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0
gaurav104/WSS-CMER
Code for the paper : "Weakly supervised segmentation with cross-modality equivariant constraints", available at https://arxiv.org/pdf/2104.02488.pdf
Language: Python - Size: 656 KB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 20 - Forks: 3
ChongQingNoSubway/PDL
Code for the paper " PDL: Regularizing Multiple Instance Learning with Progressive Dropout Layers "
Language: Python - Size: 1.44 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 113 - Forks: 29
StonyBrookDB/igt-wsi
Repository for "Integrative Graph-Transformer Framework for Histopathology Whole Slide Image Representation and Classification""
Size: 13.7 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0
MilanKalkenings/small_machine_learning_projects
a collection of small machine learning projects
Language: Jupyter Notebook - Size: 10.2 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0
jonathanwilton/RobustDecisionTrees
A python implementation of tree methods for learning with noisy labels.
Language: Python - Size: 997 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 1
Huntersxsx/AVVP-Learning-List
Related papers about Weakly-supervised Audio-Visual Video Parsing (AVVP) & Audio-Visual Event Localization (AVE)
Size: 819 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0
halbielee/EPS
Official PyTorch implementation of "Railroad is not a Train: Saliency as Pseudo-pixel Supervision for Weakly Supervised Semantic Segmentation", CVPR2021
Language: Python - Size: 17.9 MB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 86 - Forks: 13
maxent-ai/zeroshot_topics
Topic Inference with Zeroshot models
Language: Python - Size: 56.6 KB - Last synced at: 7 days ago - Pushed at: about 2 years ago - Stars: 61 - Forks: 7
miccaiif/INS
Official Pytorch Code of Our Paper: Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier is All You Need
Language: Python - Size: 2 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0
CAMMA-public/ConvLSTM-Surgical-Tool-Tracker
This repo contains an implementation code for the weakly supervised surgical tool tracker. In this research, the temporal dependency in surgical video data is modeled using a convolutional LSTM which is trained only on image level labels to detect, localize and track surgical instruments.
Language: Python - Size: 3.48 MB - Last synced at: 12 months ago - Pushed at: almost 5 years ago - Stars: 37 - Forks: 10
skent259/omisvm-sims
Simulation code for "Ordinal Multiple Instance Support Vector Machines"
Language: R - Size: 149 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0