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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)

Mosaic of Modalities: A Comprehensive Benchmark for Multimodal Graph Learning CVPR 2025 MoSEs: Uncertainty-Aware AI-Generated Text Detection via Mixture of Stylistics Experts with Conditional Thresholds EMNLP 2025 MoSiC: Optimal-Transport Motion Trajectory for Dense Self-Supervised Learning ICCV 2025 MOS: Modeling Object-Scene Associations in Generalized Category Discovery CVPR 2025 Most General Explanations of Tree Ensembles IJCAI 2025 MotherNet: Fast Training and Inference via Hyper-Network Transformers ICLR 2025 Motif-aware Graph Neural Networks for Networked Time Series Imputation AAAI 2025 MotifGPL: Motif-Enhanced Graph Prototype Learning for Deciphering Urban Social Segregation AAAI 2025 Motif-Oriented Representation Learning with Topology Refinement for Drug-Drug Interaction Prediction AAAI 2025 Motion-adaptive Transformer for Event-based Image Deblurring AAAI 2025 MotionAura: Generating High-Quality and Motion Consistent Videos using Discrete Diffusion ICLR 2025 Motion-aware Contrastive Learning for Temporal Panoptic Scene Graph Generation AAAI 2025 MotionMap: Representing Multimodality in Human Pose Forecasting CVPR 2025 Motions as Queries: One-Stage Multi-Person Holistic Human Motion Capture CVPR 2025 MoVa: Towards Generalizable Classification of Human Morals and Values EMNLP 2025 MOZ-Smishing: A Benchmark Dataset for Detecting Mobile Money Frauds ACL 2025 MPCG: Multi-Round Persona-Conditioned Generation for Modeling the Evolution of Misinformation with LLMs EMNLP 2025 M-Ped: Multi-Prompt Ensemble Decoding for Large Language Models EMNLP 2025 MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification AAAI 2025 MQuAKE-Remastered: Multi-Hop Knowledge Editing Can Only Be Advanced with Reliable Evaluations ICLR 2025 Mr. DETR: Instructive Multi-Route Training for Detection Transformers CVPR 2025 MR-FIQA: Face Image Quality Assessment with Multi-Reference Representations from Synthetic Data Generation ICCV 2025 mRNA2vec: mRNA Embedding with Language Model in the 5'UTR-CDS for mRNA Design AAAI 2025 MRS at SemEval-2025 Task 11: A Hybrid Approach for Bridging the Gap in Text-Based Emotion Detection SemEval 2025 MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors ACL 2025