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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)

Structure based SAT dataset for analysing GNN generalisation AISTATS 2025 Structured IB: Improving Information Bottleneck with Structured Feature Learning AAAI 2025 Structured Pruning for Diverse Best-of-N Reasoning Optimization ACL 2025 Structure Language Models for Protein Conformation Generation ICLR 2025 Structure Modeling Approach for UD Parsing of Historical Modern Japanese ACL 2025 StruMamba3D: Exploring Structural Mamba for Self-supervised Point Cloud Representation Learning ICCV 2025 STRUX: An LLM for Decision-Making with Structured Explanations NAACL 2025 ST-TAR: An Efficient Spatio-Temporal Learning Framework for Traffic Accident Risk Forecasting IJCAI 2025 StuD: A Multimodal Approach for Stuttering Detection with RAG and Fusion Strategies IJCNLP 2025 Studying Rhetorically Ambiguous Questions EMNLP 2025 Studying the Effect of Hindi Tokenizer Performance on Downstream Tasks COLING 2025 Studying the Interplay Between the Actor and Critic Representations in Reinforcement Learning ICLR 2025 Studying the Representation of the LGBTQ+ Community in RuPaul’s Drag Race with LLM-Based Topic Modeling NAACL 2025 StyleDistance: Stronger Content-Independent Style Embeddings with Synthetic Parallel Examples NAACL 2025 Style Quantization for Data-Efficient GAN Training CVPR 2025 StyleSSP: Sampling StartPoint Enhancement for Training-free Diffusion-based Method for Style Transfer CVPR 2025 Subgraph Invariant Learning Towards Large-Scale Graph Node Classification AAAI 2025 Sub-Interest-Aware Representation Uniformity for Recommender System AAAI 2025 Subjective Behaviors and Preferences in LLM: Language of Browsing EMNLP 2025 SubLIME: Subset Selection via Rank Correlation Prediction for Data-Efficient LLM Evaluation ACL 2025 SubSearch: Robust Estimation and Outlier Detection for Stochastic Block Models via Subgraph Search AISTATS 2025 Subspace Recovery in Winsorized PCA: Insights into Accuracy and Robustness AISTATS 2025 Substitute Adjustment via Recovery of Latent Variables JMLR 2025 Subtask-Aware Visual Reward Learning from Segmented Demonstrations ICLR 2025 Subword models struggle with word learning, but surprisal hides it ACL 2025