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weakly supervised learning

1323 papers

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Also known as

WSL

Co-occurring keywords

semantic segmentation (3179) object detection (2759) weakly-supervised learning (245) convolutional neural network (4216) multiple instance learning (218) video understanding (1647) text classification (6776) weak supervision (288) contrastive learning (3979) transfer learning (5442)

Papers

Weakly Supervised Instance Segmentation for Videos With Temporal Mask Consistency CVPR 2021
Joint Semantic Mining for Weakly Supervised RGB-D Salient Object Detection NIPS 2021
Improving Weakly Supervised Lesion Segmentation using Multi-Task Learning MIDL 2021
SemEval-2021 Task 12: Learning with Disagreements SEMEVAL 2021
GLaRA: Graph-based Labeling Rule Augmentation for Weakly Supervised Named Entity Recognition EACL 2021
Effective Distant Supervision for Temporal Relation Extraction EACL 2021
Synthetic Examples Improve Cross-Target Generalization: A Study on Stance Detection on a Twitter corpus. EACL 2021
Exploring Distantly-Labeled Rationales in Neural Network Models IJCNLP 2021
Knodle: Modular Weakly Supervised Learning with PyTorch IJCNLP 2021
ArgFuse: A Weakly-Supervised Framework for Document-Level Event Argument Aggregation IJCNLP 2021
Detecting Hashtag Hijacking for Hashtag Activism IJCNLP 2021
SemEval-2021 Task 12: Learning with Disagreements IJCNLP 2021
[RETRACTED] WeaSuL: Weakly Supervised Dialogue Policy Learning: Reward Estimation for Multi-turn Dialogue IJCNLP 2021
A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering IJCNLP 2021
Structurizing Misinformation Stories via Rationalizing Fact-Checks IJCNLP 2021
Enforcing Consistency in Weakly Supervised Semantic Parsing IJCNLP 2021
EvidentialMix: Learning With Combined Open-Set and Closed-Set Noisy Labels WACV 2021
Weakly Supervised Instance Segmentation by Deep Community Learning WACV 2021
Improve CAM With Auto-Adapted Segmentation and Co-Supervised Augmentation WACV 2021
Kernel Self-Attention for Weakly-Supervised Image Classification Using Deep Multiple Instance Learning WACV 2021
Reducing the Annotation Effort for Video Object Segmentation Datasets WACV 2021
RefineLoc: Iterative Refinement for Weakly-Supervised Action Localization WACV 2021
S-VVAD: Visual Voice Activity Detection by Motion Segmentation WACV 2021
Intra-Class Part Swapping for Fine-Grained Image Classification WACV 2021
Part Segmentation of Unseen Objects Using Keypoint Guidance WACV 2021