weakly-supervised-learning

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

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

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

weakly-supervised object detection platform.

Weakly Supervised Learning for Findings Detection in Medical Images

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

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

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).

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

Caffe codes for our papers "Multiple Instance Detection Network with Online Instance Classifier Refinement" and "PCL: Proposal Cluster Learning for Weakly Supervised Object Detection".

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

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

Weakly- and Semi-Supervised Panoptic Segmentation (ECCV18)

Weakly Supervised Action Recognition and Detection

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

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

Weakly Supervised Deep Detection Networks (CVPR 2016)

[CVPR19] DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency (Oral paper)

Code for ECCV 2020 paper (oral): Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation

Puzzle-CAM: Improved localization via matching partial and full features.

Official Pytorch Implementation of 'Weakly-supervised Temporal Action Localization by Uncertainty Modeling' (AAAI-21)

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

Implementation of Knowledge Aided Consistency for Weakly Supervised Phrase Grounding in Tensorflow

(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"

Automatically labeling training data

Weakly Supervised Dense Event Captioning in Videos, i.e. generating multiple sentence descriptions for a video in a weakly-supervised manner.

Learning Video Object Segmentation from Unlabeled Videos (CVPR2020)

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