There are 26 repositories under weakly-supervised-learning topic.
Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets
Code for ALBEF: a new vision-language pre-training method
Open source tools for computational pathology - Nature BME
A curated (most recent) list of resources for Learning with Noisy Labels
Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)
DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation [Inoue+, CVPR2018].
Single-Stage Semantic Segmentation from Image Labels (CVPR 2020)
Mask-Free Video Instance Segmentation [CVPR 2023]
Recent weakly supervised semantic segmentation paper
Weakly Supervised Instance Segmentation using Class Peak Response, in CVPR 2018 (Spotlight)
Weakly Supervised Learning for Findings Detection in Medical Images
[EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach
BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision
PyTorch implementation of "WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation", CVPR 2017
Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and application.
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).
Caffe codes for our papers "Multiple Instance Detection Network with Online Instance Classifier Refinement" and "PCL: Proposal Cluster Learning for Weakly Supervised Object Detection".
[NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach'.
[NeurIPS 2023 D&B] VidChapters-7M: Video Chapters at Scale
[CVPR 2022] C2AM: Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation
Attention-based Dropout Layer for Weakly Supervised Object Localization (CVPR 2019 Oral)
A curated list of papers, code and resources pertaining to weak-shot classification, detection, and segmentation.
[ICIP 2021] Puzzle-CAM: Improved localization via matching partial and full features.
Official Pytorch Implementation of 'Background Suppression Network for Weakly-supervised Temporal Action Localization' (AAAI-20 Spotlight)
Official code for "Object counting and instance segmentation with image-level supervision", in CVPR 2019 and TPAMI 2020
Code for ECCV 2020 paper (oral): Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation
Code for paper: DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification [ECCV 2024]
Weakly- and Semi-Supervised Panoptic Segmentation (ECCV18)
Weakly Supervised Action Recognition and Detection
[NeurIPS 2022] Zero-Shot Video Question Answering via Frozen Bidirectional Language Models
A curated publication list on weakly-supervised temporal action localization