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Weakly Supervised Learning

100 directly classified papers

Papers per year

Papers

Uncertainty Estimation via Response Scaling for Pseudo-Mask Noise Mitigation in Weakly-Supervised Semantic Segmentation AAAI 2022
Enhance Weakly-Supervised Aspect Detection with External Knowledge (Student Abstract) AAAI 2022
PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning ACL 2022
Weakly Supervised Word Segmentation for Computational Language Documentation ACL 2022
DISTANT-CTO: A Zero Cost, Distantly Supervised Approach to Improve Low-Resource Entity Extraction Using Clinical Trials Literature ACL 2022
Weakly Supervised Object Localization As Domain Adaption CVPR 2022
AX-MABSA: A Framework for Extremely Weakly Supervised Multi-label Aspect Based Sentiment Analysis EMNLP 2022
Weakly-Supervised Temporal Article Grounding EMNLP 2022
Unsupervised Term Extraction for Highly Technical Domains EMNLP 2022
Seeded Hierarchical Clustering for Expert-Crafted Taxonomies EMNLP 2022
Weakly Supervised Headline Dependency Parsing EMNLP 2022
Automatic Patient Note Assessment without Strong Supervision EMNLP 2022
AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels NIPS 2022
Toward Joint Thing-and-Stuff Mining for Weakly Supervised Panoptic Segmentation CVPR 2021
Revisiting the Negative Data of Distantly Supervised Relation Extraction ACL 2021
Weakly-Supervised Methods for Suicide Risk Assessment: Role of Related Domains ACL 2021
ArgFuse: A Weakly-Supervised Framework for Document-Level Event Argument Aggregation ACL 2021
Foreground Activation Maps for Weakly Supervised Object Localization ICCV 2021
Instance-Dependent Partial Label Learning NIPS 2021
Reference-based Weak Supervision for Answer Sentence Selection using Web Data EMNLP 2021
Weakly Supervised Semantic Parsing by Learning from Mistakes EMNLP 2021
Temporal Action Segmentation From Timestamp Supervision CVPR 2021
IWE-Net: Instance Weight Network for Locating Negative Comments and its application to improve Traffic User Experience AAAI 2020
METAL: Minimum Effort Temporal Activity Localization in Untrimmed Videos CVPR 2020
Single-Stage Semantic Segmentation From Image Labels CVPR 2020