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← Learning Types
Machine Learning
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Learning Types
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Weakly Supervised Learning
3,895 papers
Papers per year
2002: 5
2003: 3
2004: 3
2005: 1
2006: 7
2007: 8
2008: 7
2009: 13
2010: 20
2011: 7
2012: 11
2013: 43
2014: 35
2015: 66
2016: 74
2017: 133
2018: 194
2019: 388
2020: 388
2021: 566
2022: 469
2023: 588
2024: 435
2025: 350
2026: 81
Papers
Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation
CVPR 2021
Screening for Depressed Individuals by Using Multimodal Social Media Data
AAAI 2021
Policy Learning Using Weak Supervision
NIPS 2021
Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring
AAAI 2021
Learning Action Completeness From Points for Weakly-Supervised Temporal Action Localization
ICCV 2021
Hybrid Estimation for Open-Ended Questions with Early-Age Students’ Block-Based Programming Answers
ACML 2021
Minimal Supervision for Morphological Inflection
EMNLP 2021
Exploring Distantly-Labeled Rationales in Neural Network Models
IJCNLP 2021
HERALD: An Annotation Efficient Method to Detect User Disengagement in Social Conversations
ACL 2021
A flexible model-free prediction-based framework for feature ranking
JMLR 2021
Progressive Multi-task Learning with Controlled Information Flow for Joint Entity and Relation Extraction
AAAI 2021
BABEL: Bodies, Action and Behavior With English Labels
CVPR 2021
AlloST: Low-Resource Speech Translation Without Source Transcription
INTERSPEECH 2021
Partial Multi-Label Optimal Margin Distribution Machine
IJCAI 2021
Improving Weakly Supervised Sound Event Detection with Self-Supervised Auxiliary Tasks
INTERSPEECH 2021
Testing Cross-Database Semantic Parsers With Canonical Utterances
EMNLP 2021
Neural Architecture Search With Random Labels
CVPR 2021
Instance-Dependent Partial Label Learning
NIPS 2021
Discovering Black Lives Matter Events in the United States: Shared Task 3, CASE 2021
IJCNLP 2021
Learning from Limited Labels for Long Legal Dialogue
EMNLP 2021
Just Train Twice: Improving Group Robustness without Training Group Information
ICML 2021
BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition
IJCNLP 2021
GLaRA: Graph-based Labeling Rule Augmentation for Weakly Supervised Named Entity Recognition
EACL 2021
Bipartite Matching for Crowd Counting with Point Supervision
IJCAI 2021
Improve CAM With Auto-Adapted Segmentation and Co-Supervised Augmentation
WACV 2021
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