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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)

Detecting Omissions in LLM-Generated Medical Summaries EMNLP 2025 Detecting Out-of-Distribution Through the Lens of Neural Collapse CVPR 2025 Detecting Stealthy Backdoor Samples based on Intra-class Distance for Large Language Models EMNLP 2025 Detecting Strategic Deception with Linear Probes ICML 2025 Detective Networks: Enhancing Disaster Recognition in Images Through Attention Shifting using Optimal Masking WACV 2025 Determine-Then-Ensemble: Necessity of Top-k Union for Large Language Model Ensembling ICLR 2025 Determine the Number of States in Hidden Markov Models via Marginal Likelihood JMLR 2025 Deterministic Apple Tasting COLT 2025 Detoxify-IT: An Italian Parallel Dataset for Text Detoxification ACL 2025 Developing Generative Recommender Systems for Government Subsidy Pro-Grams with a New RQ-VAE Model: Wello & the Korean Government Case AAAI 2025 Development of Old Irish Lexical Resources, and Two Universal Dependencies Treebanks for Diplomatically Edited Old Irish Text NAACL 2025 Device-Cloud Collaborative Correction for On-Device Recommendation IJCAI 2025 DFDNet: Disentangling and Filtering Dynamics for Enhanced Video Prediction AAAI 2025 DFM: Differentiable Feature Matching for Anomaly Detection CVPR 2025 DGCPL: Dual Graph Distillation for Concept Prerequisite Relation Learning IJCAI 2025 D-GEN: Automatic Distractor Generation and Evaluation for Reliable Assessment of Generative Models ACL 2025 DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models AAAI 2025 DGraFormer: Dynamic Graph Learning Guided Multi-Scale Transformer for Multivariate Time Series Forecasting IJCAI 2025 DHAKR: Learning Deep Hierarchical Attention-Based Kernelized Representations for Graph Classification AAAI 2025 DH-Set: Improving Vision-Language Alignment with Diverse and Hybrid Set-Embeddings Learning CVPR 2025 DHTAGK: Deep Hierarchical Transitive-Aligned Graph Kernels for Graph Classification IJCAI 2025 DIACU: A dataset for the DIAchronic analysis of Church Slavonic ACL 2025 Dialects, Topic Models, and Border Effects: The Rusyn Case ACL 2025 DialG2P: Dialectal Grapheme-to-Phoneme. Arabic as a Case Study EMNLP 2025 Dial-In LLM: Human-Aligned LLM-in-the-loop Intent Clustering for Customer Service Dialogues EMNLP 2025