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Core Methods

51,083 papers (8 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Representation Learning (22,308) Classification (15,497) Regression (5,281) Clustering (3,809) Embedding Learning (3,795) Metric Learning (2,938) Graph Neural Networks (1,211) Graphical Models (1,093) Feature Learning (891) Kernel Methods (795) Dimensionality Reduction (780) Interpretability (512) Feature Selection (511) Matrix Factorization (408) Ranking (315) Ensemble Methods (300) Support Vector Machine (295) Anomaly Detection (281) Sequence Modeling (244) Structured Prediction (237) Sequence Labeling (157) Topic Modeling (150) Sparse Coding (140) Matrix Completion (131) Neural Networks (114) Retrieval (105) Density Estimation (104) Estimation (83) Inference (56) Decision Tree (50) Feature Extraction (40) Model Selection (39) Prediction (35) Information Extraction (7)

Papers per year

4
51
357
966
4,853
5,823
2000
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'25

Papers (including subtopics)

Multi-view-guided Passage Reranking with Large Language Models EMNLP 2025 Multi-View Incremental Learning with Structured Hebbian Plasticity for Enhanced Fusion Efficiency AAAI 2025 Multi-View Learning with Context-Guided Receptance for Image Denoising IJCAI 2025 Multi-View Multi-Label Classification via View-Label Matching Selection AAAI 2025 Multi-view Privileged Information-based Representation Learning for Liver Cancer Diagnosis ACML 2025 Multi-View Unsupervised Column Subset Selection via Combinatorial Search (Student Abstract) AAAI 2025 Multi-word Measures: Modeling Semantic Change in Compound Nouns ACL 2025 MuPT: A Generative Symbolic Music Pretrained Transformer ICLR 2025 MuseGNN: Forming Scalable, Convergent GNN Layers that Minimize a Sampling-Based Energy ICLR 2025 MuseScorer: Idea Originality Scoring At Scale EMNLP 2025 Music Grounding by Short Video ICCV 2025 MV-CLAM: Multi-View Molecular Interpretation with Cross-Modal Projection via Language Model EMNLP 2025 MVFNet: Multipurpose Video Forensics Network using Multiple Forms of Forensic Evidence WACV 2025 MVREC: A General Few-shot Defect Classification Model Using Multi-View Region-Context AAAI 2025 MyMy at SemEval-2025 Task 9: A Robust Knowledge-Augmented Data Approach for Reliable Food Hazard Detection SemEval 2025 MythTriage: Scalable Detection of Opioid Use Disorder Myths on a Video-Sharing Platform EMNLP 2025 NAAST-GNN: Neighborhood Adaptive Aggregation and Spectral Tuning for Graph Anomaly Detection IJCAI 2025 NAPPure: Adversarial Purification for Robust Image Classification under Non-Additive Perturbations ICCV 2025 NarGINA: Towards Accurate and Interpretable Children’s Narrative Ability Assessment via Narrative Graphs ACL 2025 Narrating the Video: Boosting Text-Video Retrieval via Comprehensive Utilization of Frame-Level Captions CVPR 2025 Narrative Media Framing in Political Discourse ACL 2025 NarrativeMiners at SemEval-2025 Task 10: Combating Manipulative Narratives in Online News SemEval 2025 Narrlangen at SemEval-2025 Task 10: Comparing (mostly) simple multilingual approaches to narrative classification SemEval 2025 NAT: Learning to Attack Neurons for Enhanced Adversarial Transferability WACV 2025 Natural Language Counterfactual Explanations in Financial Text Classification: A Comparison of Generators and Evaluation Metrics ACL 2025