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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

AdaCoSeg: Adaptive Shape Co-Segmentation With Group Consistency Loss CVPR 2020
Interactive Multi-Label CNN Learning With Partial Labels CVPR 2020
Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild CVPR 2020
METAL: Minimum Effort Temporal Activity Localization in Untrimmed Videos CVPR 2020
Attention Convolutional Binary Neural Tree for Fine-Grained Visual Categorization CVPR 2020
Self-Supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation CVPR 2020
OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfold CVPR 2020
Weakly-Supervised Salient Object Detection via Scribble Annotations CVPR 2020
Instance-Aware, Context-Focused, and Memory-Efficient Weakly Supervised Object Detection CVPR 2020
SLV: Spatial Likelihood Voting for Weakly Supervised Object Detection CVPR 2020
Semi-Supervised Semantic Image Segmentation With Self-Correcting Networks CVPR 2020
Towards Debiasing NLU Models from Unknown Biases EMNLP 2020
From SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)? ACL 2020
Weakly Supervised Temporal Action Localization Using Deep Metric Learning WACV 2020
Improving Image Captioning with Better Use of Caption ACL 2020
Weakly Supervised Graph Convolutional Neural Network for Human Action Localization WACV 2020
IRLab_DAIICT at SemEval-2020 Task 12: Machine Learning and Deep Learning Methods for Offensive Language Identification COLING 2020
Multi-Instance Multi-Label Action Recognition and Localization Based on Spatio-Temporal Pre-Trimming for Untrimmed Videos AAAI 2020
Effective Search of Logical Forms for Weakly Supervised Knowledge-Based Question Answering IJCAI 2020
Rethinking the Route Towards Weakly Supervised Object Localization CVPR 2020
Learning with Multiple Complementary Labels ICML 2020
Learning Saliency-Free Model with Generic Features for Weakly-Supervised Semantic Segmentation AAAI 2020
Cross-media Structured Common Space for Multimedia Event Extraction ACL 2020
Weakly-Supervised Multi-Person Action Recognition in 360$^{\circ}$ Videos WACV 2020
Inferring about fraudulent collusion risk on Brazilian public works contracts in official texts using a Bi-LSTM approach EMNLP 2020