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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

metric-learn: Metric Learning Algorithms in Python JMLR 2020
Learning a Weakly-Supervised Video Actor-Action Segmentation Model With a Wise Selection CVPR 2020
Learning from Label Proportions: A Mutual Contamination Framework NIPS 2020
PFRL: Pose-Free Reinforcement Learning for 6D Pose Estimation CVPR 2020
Set-Constrained Viterbi for Set-Supervised Action Segmentation CVPR 2020
Weakly Supervised Semantic Point Cloud Segmentation: Towards 10x Fewer Labels CVPR 2020
Relational Prototypical Network for Weakly Supervised Temporal Action Localization AAAI 2020
SLICE: Supersense-based Lightweight Interpretable Contextual Embeddings COLING 2020
Combinational Class Activation Maps for Weakly Supervised Object Localization WACV 2020
DeepErase: Weakly Supervised Ink Artifact Removal in Document Text Images WACV 2020
Erasing Scene Text with Weak Supervision WACV 2020
Weakly Supervised Gaussian Networks for Action Detection WACV 2020
EHSOD: CAM-Guided End-to-End Hybrid-Supervised Object Detection with Cascade Refinement AAAI 2020
Learning and Interpreting Multi-Multi-Instance Learning Networks JMLR 2020
CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation AAAI 2020
Multi-View Partial Multi-Label Learning with Graph-Based Disambiguation AAAI 2020
Diversified Multiple Instance Learning for Document-Level Multi-Aspect Sentiment Classification EMNLP 2020
Graph-Propagation Based Correlation Learning for Weakly Supervised Fine-Grained Image Classification AAAI 2020
Weakly-Supervised Video Re-Localization with Multiscale Attention Model AAAI 2020
PsyNet: Self-Supervised Approach to Object Localization Using Point Symmetric Transformation AAAI 2020
Advancing Multiple Instance Learning with Attention Modeling for Categorical Speech Emotion Recognition INTERSPEECH 2020
Unbiased Risk Estimators Can Mislead: A Case Study of Learning with Complementary Labels ICML 2020
AmbigQA: Answering Ambiguous Open-domain Questions EMNLP 2020
Learning Dialog Policies from Weak Demonstrations ACL 2020
A Joint Framework for Audio Tagging and Weakly Supervised Acoustic Event Detection Using DenseNet with Global Average Pooling INTERSPEECH 2020