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Methodology
← Learning Types
Machine Learning
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Learning Types
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Weakly Supervised Learning
3895 directly classified 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
Modeling Multi-mapping Relations for Precise Cross-lingual Entity Alignment
IJCNLP 2019
Attention-Based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions
CVPR 2019
Beyond Gradient Descent for Regularized Segmentation Losses
CVPR 2019
Action Recognition From Single Timestamp Supervision in Untrimmed Videos
CVPR 2019
A novel segmentation framework for uveal melanoma in magnetic resonance imaging based on class activation maps
MIDL 2019
Local Relationship Learning With Person-Specific Shape Regularization for Facial Action Unit Detection
CVPR 2019
Toward a Task of Feedback Comment Generation for Writing Learning
IJCNLP 2019
Deep Robust Subjective Visual Property Prediction in Crowdsourcing
CVPR 2019
Reporting the Unreported: Event Extraction for Analyzing the Local Representation of Hate Crimes
IJCNLP 2019
Not All Frames Are Equal: Weakly-Supervised Video Grounding With Contextual Similarity and Visual Clustering Losses
CVPR 2019
Devil Is in the Edges: Learning Semantic Boundaries From Noisy Annotations
CVPR 2019
TalkDown: A Corpus for Condescension Detection in Context
IJCNLP 2019
Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training
IJCNLP 2019
Weakly Supervised Video Moment Retrieval From Text Queries
CVPR 2019
3D Hand Shape and Pose Estimation From a Single RGB Image
CVPR 2019
Weakly Supervised Multilingual Causality Extraction from Wikipedia
IJCNLP 2019
Weakly-Supervised Discovery of Geometry-Aware Representation for 3D Human Pose Estimation
CVPR 2019
Weakly Supervised Image Classification Through Noise Regularization
CVPR 2019
Large-Scale Weakly-Supervised Pre-Training for Video Action Recognition
CVPR 2019
Hierarchical Classification Based on Label Distribution Learning
AAAI 2019
WSLLN:Weakly Supervised Natural Language Localization Networks
IJCNLP 2019
Smooth neighborhood recommender systems
JMLR 2019
spark-crowd: A Spark Package for Learning from Crowdsourced Big Data
JMLR 2019
Decontamination of Mutual Contamination Models
JMLR 2019
ABSApp: A Portable Weakly-Supervised Aspect-Based Sentiment Extraction System
IJCNLP 2019
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