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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

Learning Facial Action Units From Web Images With Scalable Weakly Supervised Clustering CVPR 2018
Adversarial Data Programming: Using GANs to Relax the Bottleneck of Curated Labeled Data CVPR 2018
Weakly-Supervised Semantic Segmentation by Iteratively Mining Common Object Features CVPR 2018
A Simple Model for Detection of Rare Sound Events INTERSPEECH 2018
Weakly Supervised Coupled Networks for Visual Sentiment Analysis CVPR 2018
Weakly Supervised Action Localization by Sparse Temporal Pooling Network CVPR 2018
Denoising and Raw-waveform Networks for Weakly-Supervised Gender Identification on Noisy Speech INTERSPEECH 2018
Tags2Parts: Discovering Semantic Regions From Shape Tags CVPR 2018
Identifying Affective Events and the Reasons for their Polarity EMNLP 2018
Binary Classification from Positive-Confidence Data NIPS 2018
A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning IJCAI 2018
Training Classifiers with Natural Language Explanations ACL 2018
Weakly Supervised Dense Event Captioning in Videos NIPS 2018
Weakly Supervised Audio Source Separation via Spectrum Energy Preserved Wasserstein Learning IJCAI 2018
Cube Padding for Weakly-Supervised Saliency Prediction in 360° Videos CVPR 2018
Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer CVPR 2018
Multi-Evidence Filtering and Fusion for Multi-Label Classification, Object Detection and Semantic Segmentation Based on Weakly Supervised Learning CVPR 2018
Min-Entropy Latent Model for Weakly Supervised Object Detection CVPR 2018
On the Importance of Label Quality for Semantic Segmentation CVPR 2018
Comparing the Max and Noisy-Or Pooling Functions in Multiple Instance Learning for Weakly Supervised Sequence Learning Tasks INTERSPEECH 2018
Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised EMNLP 2018
Learning 3D Shape Completion From Laser Scan Data With Weak Supervision CVPR 2018
Thoracic Disease Identification and Localization With Limited Supervision CVPR 2018
Adversarial Complementary Learning for Weakly Supervised Object Localization CVPR 2018
A flexible model for training action localization with varying levels of supervision NIPS 2018