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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
'5
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'25

Papers (including subtopics)

SEE: Spherical Embedding Expansion for Improving Deep Metric Learning (Extended Abstract) IJCAI 2025 SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning ICML 2025 SEKE: Specialised Experts for Keyword Extraction EMNLP 2025 Selecting the Number of Communities for Weighted Degree-Corrected Stochastic Block Models AISTATS 2025 Selective Blocking for Message-Passing Neural Networks on Heterophilic Graphs UAI 2025 Selective Inference with Distributed Data JMLR 2025 SelectLLM: Query-Aware Efficient Selection Algorithm for Large Language Models ACL 2025 Self-attention-based Diffusion Model for Time-series Imputation in Partial Blackout Scenarios AAAI 2025 Self-Attentive Spatio-Temporal Calibration for Precise Intermediate Layer Matching in ANN-to-SNN Distillation AAAI 2025 Self-Classification Enhancement and Correction for Weakly Supervised Object Detection IJCAI 2025 Self-Directed Node Classification on Graphs ALT 2025 Self-Discriminative Modeling for Anomalous Graph Detection ICML 2025 SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence ACL 2025 Self-Ensemble: Mitigating Confidence Distortion for Large Language Models EMNLP 2025 Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning CVPR 2025 Self-Explainable Graph Transformer for Link Sign Prediction AAAI 2025 Self Knowledge-Tracing for Tool Use (SKT-Tool): Helping LLM Agents Understand Their Capabilities in Tool Use NAACL 2025 Self-Organizing Visual Prototypes for Non-Parametric Representation Learning ICML 2025 SELF-PERCEPT: Introspection Improves Large Language Models’ Detection of Multi-Person Mental Manipulation in Conversations ACL 2025 Self-Relaxed Joint Training: Sample Selection for Severity Estimation with Ordinal Noisy Labels WACV 2025 Self-Retrieval from Distant Contexts for Document-Level Machine Translation EMNLP 2025 Self-State Evidence Extraction and Well-Being Prediction from Social Media Timelines NAACL 2025 Self-Supervised Collaborative Information Bottleneck for Text Readability Assessment AAAI 2025 Self-supervised contrastive learning performs non-linear system identification ICLR 2025 Self-Supervised Cross-View Correspondence with Predictive Cycle Consistency CVPR 2025