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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 To Generate Scene Graph From Natural Language Supervision ICCV 2021
Weakly Supervised Human-Object Interaction Detection in Video via Contrastive Spatiotemporal Regions ICCV 2021
Parallel Detection-and-Segmentation Learning for Weakly Supervised Instance Segmentation ICCV 2021
A Simple Baseline for Weakly-Supervised Scene Graph Generation ICCV 2021
DisUnknown: Distilling Unknown Factors for Disentanglement Learning ICCV 2021
Weakly Supervised Relative Spatial Reasoning for Visual Question Answering ICCV 2021
Foreground Activation Maps for Weakly Supervised Object Localization ICCV 2021
Complementary Patch for Weakly Supervised Semantic Segmentation ICCV 2021
Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring AAAI 2021
A Hybrid Attention Mechanism for Weakly-Supervised Temporal Action Localization AAAI 2021
Minimizing Labeling Cost for Nuclei Instance Segmentation and Classification with Cross-domain Images and Weak Labels AAAI 2021
Hand-Model-Aware Sign Language Recognition AAAI 2021
Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation AAAI 2021
Query-Memory Re-Aggregation for Weakly-supervised Video Object Segmentation AAAI 2021
Weakly Supervised Semantic Segmentation for Large-Scale Point Cloud AAAI 2021
Meta Label Correction for Noisy Label Learning AAAI 2021
Effective Slot Filling via Weakly-Supervised Dual-Model Learning AAAI 2021
Weakly Supervised Deep Hyperspherical Quantization for Image Retrieval AAAI 2021
Denoising Distantly Supervised Named Entity Recognition via a Hypergeometric Probabilistic Model AAAI 2021
ArgFuse: A Weakly-Supervised Framework for Document-Level Event Argument Aggregation ACL 2021
Exploring Distantly-Labeled Rationales in Neural Network Models ACL 2021
Temporal-aware Language Representation Learning From Crowdsourced Labels ACL 2021
Knodle: Modular Weakly Supervised Learning with PyTorch ACL 2021
Entity at SemEval-2021 Task 5: Weakly Supervised Token Labelling for Toxic Spans Detection ACL 2021
HERALD: An Annotation Efficient Method to Detect User Disengagement in Social Conversations ACL 2021