dcfidalgo
opened
Jan 17, 2022
#
weakly-supervised-learning
Here are 175 public repositories matching this topic...
Code for ALBEF: a new vision-language pre-training method
representation-learning
weakly-supervised-learning
image-text
vision-and-language
contrastive-learning
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Updated
Mar 20, 2022 - Python
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation [Inoue+, CVPR2018].
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Updated
Jan 24, 2021 - Python
Single-Stage Semantic Segmentation from Image Labels (CVPR 2020)
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Updated
Nov 10, 2021 - Python
Weakly Supervised Instance Segmentation using Class Peak Response, in CVPR 2018 (Spotlight)
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Updated
Jul 15, 2018
Weakly-supervised object detection.
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Updated
Dec 2, 2020 - Python
Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering
deep-learning
tcga-data
weakly-supervised-learning
bioimage-informatics
clam
pathology
whole-slide-imaging
computational-pathology
camelyon16
histopathology
camelyon17
data-efficient
mahmoodlab
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Updated
Mar 20, 2022 - Python
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
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Updated
Oct 12, 2021 - Python
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
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Updated
Dec 21, 2021 - Python
[EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach
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Updated
Feb 2, 2022 - Python
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).
deep-learning
tensorflow
segmentation
convolutional-neural-networks
weakly-supervised-learning
instance-segmentation
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Jul 15, 2018 - Jupyter Notebook
Caffe codes for our papers "Multiple Instance Detection Network with Online Instance Classifier Refinement" and "PCL: Proposal Cluster Learning for Weakly Supervised Object Detection".
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Jan 1, 2021 - Python
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
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Updated
Jun 2, 2021 - Python
Attention-based Dropout Layer for Weakly Supervised Object Localization (CVPR 2019 Oral)
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Updated
Jan 31, 2020 - Python
Weakly- and Semi-Supervised Panoptic Segmentation (ECCV18)
computer-vision
deep-learning
semi-supervised-learning
weakly-supervised-learning
instance-segmentation
scene-parsing
eccv-2018
panoptic-segmentation
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Updated
Jun 8, 2021 - MATLAB
Weakly Supervised Action Recognition and Detection
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Updated
Oct 16, 2018 - MATLAB
A curated (most recent) list of resources for Learning with Noisy Labels
deep-neural-networks
deep-learning
conference
paper
weakly-supervised-learning
robustness
international-conference
noisy-data
label-noise
robust-machine-learning
noisy-labels
noisy-label-learning
learning-with-noisy-labels
unreliable-labels
robust-learning
learning-with-label-noise
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Updated
Mar 8, 2022
Official Pytorch Implementation of 'Background Suppression Network for Weakly-supervised Temporal Action Localization' (AAAI-20 Spotlight)
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Updated
Feb 10, 2022 - Python
Official code for "Object counting and instance segmentation with image-level supervision", in CVPR 2019 and TPAMI 2020
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Updated
Sep 1, 2020 - Python
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
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Updated
Mar 19, 2022 - Python
Weakly Supervised Deep Detection Networks (CVPR 2016)
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Updated
Aug 1, 2019 - MATLAB
Code for ECCV 2020 paper (oral): Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation
semantic-segmentation
weakly-supervised-learning
co-attention
eccv2020
cross-image-semantic-relation
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Updated
Apr 23, 2021 - C++
Puzzle-CAM: Improved localization via matching partial and full features.
deeplearning
convolutional-neural-networks
semantic-segmentation
weakly-supervised-learning
weakly-supervised-segmentation
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Updated
Nov 19, 2021 - Python
[CVPR19] DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency (Oral paper)
deep-learning
matlab
convolutional-neural-networks
unsupervised-learning
matconvnet
weakly-supervised-learning
saliency
instance-segmentation
co-saliency
co-segmentation
cvpr-2019
cvpr2019
cvpr19
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Updated
Apr 30, 2019 - MATLAB
A curated list of papers, code and resources pertaining to weak-shot classification, detection, and segmentation.
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Updated
Oct 28, 2021
This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach' (In Proc. of NAACL-HLT 2021).
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
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Updated
Oct 11, 2021 - Python
Official Pytorch Implementation of 'Weakly-supervised Temporal Action Localization by Uncertainty Modeling' (AAAI-21)
deep-learning
pytorch
uncertainty
background-modeling
weakly-supervised-learning
temporal-action-localization
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Updated
Aug 19, 2021 - Python
[CVPR 2021, Oral] "Weakly Supervised Learning of Rigid 3D Scene Flow"
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Updated
Jan 19, 2022 - Python
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
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Updated
Mar 11, 2022 - Python
Self-training with Weak Supervision (NAACL 2021)
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Updated
Feb 10, 2022 - Python
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