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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

Multiple Instance Deep Learning for Weakly Supervised Small-Footprint Audio Event Detection INTERSPEECH 2018
Enabling Deep Learning of Emotion With First-Person Seed Expressions NAACL 2018
Bilateral Ordinal Relevance Multi-Instance Regression for Facial Action Unit Intensity Estimation CVPR 2018
Cross-Domain Weakly-Supervised Object Detection Through Progressive Domain Adaptation CVPR 2018
Weakly Supervised Instance Segmentation Using Class Peak Response CVPR 2018
Classification from Pairwise Similarity and Unlabeled Data ICML 2018
Scalable Construction and Reasoning of Massive Knowledge Bases NAACL 2018
Weakly-Supervised Semantic Segmentation Network With Deep Seeded Region Growing CVPR 2018
Normalized Cut Loss for Weakly-Supervised CNN Segmentation CVPR 2018
Revisiting Knowledge Transfer for Training Object Class Detectors CVPR 2018
Weakly Supervised Facial Action Unit Recognition Through Adversarial Training CVPR 2018
Weakly Supervised Actor-Action Segmentation via Robust Multi-Task Ranking CVPR 2017
Attention and Localization Based on a Deep Convolutional Recurrent Model for Weakly Supervised Audio Tagging INTERSPEECH 2017
Weakly-Supervised Visual Grounding of Phrases With Linguistic Structures CVPR 2017
Lightly-Supervised Modeling of Argument Persuasiveness IJCNLP 2017
Recognizing Explicit and Implicit Hate Speech Using a Weakly Supervised Two-path Bootstrapping Approach IJCNLP 2017
Search-based Neural Structured Learning for Sequential Question Answering ACL 2017
WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation CVPR 2017
Learning Weakly Supervised Multimodal Phoneme Embeddings INTERSPEECH 2017
Weakly Supervised Action Learning With RNN Based Fine-To-Coarse Modeling CVPR 2017
Weakly Supervised Affordance Detection CVPR 2017
Discover and Learn New Objects From Documentaries CVPR 2017
Combining Bottom-Up, Top-Down, and Smoothness Cues for Weakly Supervised Image Segmentation CVPR 2017
FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence CVPR 2017
Learning Random-Walk Label Propagation for Weakly-Supervised Semantic Segmentation CVPR 2017