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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)

Mind the Style Gap: Meta-Evaluation of Style and Attribute Transfer Metrics EMNLP 2025 MindTuner: Cross-Subject Visual Decoding with Visual Fingerprint and Semantic Correction AAAI 2025 Minimax-optimal and Locally-adaptive Online Nonparametric Regression ALT 2025 Minimax Optimal Deep Neural Network Classifiers Under Smooth Decision Boundary JMLR 2025 Minimax Optimal Nonsmooth Nonparametric Regression via Fractional Laplacian Eigenmaps UAI 2025 Mini-Monkey: Alleviating the Semantic Sawtooth Effect for Lightweight MLLMs via Complementary Image Pyramid ICLR 2025 Mining In-distribution Attributes in Outliers for Out-of-distribution Detection AAAI 2025 Mining Social Media for Barriers to Opioid Recovery with LLMs NAACL 2025 Mining the Past with Dual Criteria: Integrating Three types of Historical Information for Context-aware Event Forecasting EMNLP 2025 Mining the uncertainty patterns of humans and models in the annotation of moral foundations and human values ACL 2025 MIRE: Matched Implicit Neural Representations CVPR 2025 MIR: Methodology Inspiration Retrieval for Scientific Research Problems ACL 2025 MisinfoTeleGraph: Network-driven Misinformation Detection for German Telegram Messages ACL 2025 Misogynistic Meme Detection in Dravidian Languages Using Kolmogorov Arnold-based Networks NAACL 2025 Missing Target-Relevant Information Prediction with World Model for Accurate Zero-Shot Composed Image Retrieval CVPR 2025 Mitigate the Gap: Improving Cross-Modal Alignment in CLIP ICLR 2025 Mitigating Feature Gap for Adversarial Robustness by Feature Disentanglement AAAI 2025 Mitigating Label Length Bias in Large Language Models IJCNLP 2025 Mitigating Local Cohesion and Global Sparseness in Graph Contrastive Learning with Fuzzy Boundaries ICML 2025 Mitigating Message Imbalance in Fraud Detection with Dual-View Graph Representation Learning IJCAI 2025 Mitigating Object Hallucination in Large Vision-Language Models via Image-Grounded Guidance ICML 2025 MITIGATING OVER-EXPLORATION IN LATENT SPACE OPTIMIZATION USING LES ICML 2025 Mitigating Over-Smoothing in Graph Neural Networks via Separation Coefficient-Guided Adaptive Graph Structure Adjustment IJCAI 2025 Mitigating Selection Bias with Node Pruning and Auxiliary Options ACL 2025 Mitigating Shortcut Learning with InterpoLated Learning ACL 2025