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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)

COFlowNet: Conservative Constraints on Flows Enable High-Quality Candidate Generation ICLR 2025 COGNAC at CQs-Gen 2025: Generating Critical Questions with LLM-Assisted Prompting and Multiple RAG Variants ACL 2025 Cognate Detection for Historical Language Reconstruction of Proto-Sabean Languages: the Case of Ge’ez, Tigrinya, and Amharic COLING 2025 Cognitive Linguistic Identity Fusion Score (CLIFS): A Scalable Cognition‐Informed Approach to Quantifying Identity Fusion from Text EMNLP 2025 CohEx: A Generalized Framework for Cohort Explanation AAAI 2025 CoInD: Enabling Logical Compositions in Diffusion Models ICLR 2025 Collaborative non-parametric two-sample testing AISTATS 2025 Collaborative Prediction: To Join or To Disjoin Datasets UAI 2025 Collaborative Similarity Fusion and Consistency Recovery for Incomplete Multi-view Clustering AAAI 2025 Collective Memory and Narrative Cohesion: A Computational Study of Palestinian Refugee Oral Histories in Lebanon COLING 2025 Colors See Colors Ignore: Clothes Changing ReID with Color Disentanglement ICCV 2025 Color Transfer with Modulated Flows AAAI 2025 ColPali: Efficient Document Retrieval with Vision Language Models ICLR 2025 CoMapGS: Covisibility Map-based Gaussian Splatting for Sparse Novel View Synthesis CVPR 2025 CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning EMNLP 2025 Combining Priors with Experience: Confidence Calibration Based on Binomial Process Modeling AAAI 2025 CoMeDi Shared Task: Median Judgment Classification & Mean Disagreement Ranking with Ordinal Word-in-Context Judgments COLING 2025 CoMemo: LVLMs Need Image Context with Image Memory ICML 2025 ComFace: Facial Representation Learning with Synthetic Data for Comparing Faces WACV 2025 COMM: Concentrated Margin Maximization for Robust Document-Level Relation Extraction AAAI 2025 Common Sense Bias Modeling for Classification Tasks AAAI 2025 Communicating Activations Between Language Model Agents ICML 2025 Community-Aware Variational Autoencoder for Continuous Dynamic Networks AAAI 2025 Community detection with the Bethe-Hessian COLT 2025 Community Forensics: Using Thousands of Generators to Train Fake Image Detectors CVPR 2025