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Machine Learning
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Classification
15,289 papers
Papers per year
2000: 2
2001: 14
2002: 21
2003: 28
2004: 28
2005: 26
2006: 94
2007: 93
2008: 90
2009: 93
2010: 134
2011: 112
2012: 160
2013: 290
2014: 239
2015: 258
2016: 456
2017: 682
2018: 1145
2019: 1500
2020: 1638
2021: 1667
2022: 1636
2023: 1685
2024: 1600
2025: 1313
2026: 285
Papers
QiMP at SemEval-2025 Task 11: Optimizing Text-based Emotion Classification in English Beyond Traditional Methods
SEMEVAL 2025
AKCIT at SemEval-2025 Task 11: Investigating Data Quality in Portuguese Emotion Recognition
SEMEVAL 2025
Jim at SemEval-2025 Task 5: Multilingual BERT Ensemble
SEMEVAL 2025
Last Minute at SemEval-2025 Task 5: RAG System for Subject Tagging
SEMEVAL 2025
YNU-HPCC at SemEval-2025 Task 5: Contrastive Learning for GND Subject Tagging with Multilingual Sentence-BERT
SEMEVAL 2025
SemEval-2025 Task 9: The Food Hazard Detection Challenge
SEMEVAL 2025
SemEval-2025 Task 5: LLMs4Subjects - LLM-based Automated Subject Tagging for a National Technical Library’s Open-Access Catalog
SEMEVAL 2025
SemEval 2025 Task 10: Multilingual Characterization and Extraction of Narratives from Online News
SEMEVAL 2025
HOPE: A Memory-Based and Composition-Aware Framework for Zero-Shot Learning with Hopfield Network and Soft Mixture of Experts
WACV 2025
PGRID: Power Grid Reconstruction in Informal Developments using High-Resolution Aerial Imagery
WACV 2025
On-the-Fly Object-aware Representative Point Selection in Point Cloud
WACV 2025
Advancing Chart Question Answering with Robust Chart Component Recognition
WACV 2025
PC-GZSL: Prior Correction for Generalized Zero Shot Learning
WACV 2025
Temporal Dynamics in Visual Data: Analyzing the Impact of Time on Classification Accuracy
WACV 2025
A Two-Head Loss Function for Deep Average-K Classification
WACV 2025
Psych-Occlusion: using Visual Psychophysics for Aerial Detection of Occluded Persons during Search and Rescue
WACV 2025
Ordinal Multiple-Instance Learning for Ulcerative Colitis Severity Estimation with Selective Aggregated Transformer
WACV 2025
CRAFT: Class Ranking Aware Fine-Tuning for Enhanced Out-of-Distribution Detection
WACV 2025
Multi-View Factorizing and Disentangling: A Novel Framework for Incomplete Multi-View Multi-Label Classification
WACV 2025
Learning Visual-Semantic Hierarchical Attribute Space for Interpretable Open-Set Recognition
WACV 2025
CardioSyntax: End-to-End SYNTAX Score Prediction - Dataset Benchmark and Method
WACV 2025
Pixel-Wise Shuffling with Collaborative Sparsity for Melanoma Hyperspectral Image Classification
WACV 2025
Looking at Model Debiasing through the Lens of Anomaly Detection
WACV 2025
Shapley Consensus Deep Learning for Ensemble Pruning
WACV 2025
Prior2Posterior: Model Prior Correction for Long-Tailed Learning
WACV 2025
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