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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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Papers (including subtopics)

DTW-Align: Bridging the Modality Gap in End-to-End Speech Translation with Dynamic Time Warping Alignment EMNLP 2025 Dual-Agent Reinforcement Learning for Automated Feature Generation IJCAI 2025 DualCast: A Model to Disentangle Aperiodic Events from Traffic Series IJCAI 2025 Dual-Channel Interactive Graph Transformer for Traffic Classification with Message-Aware Flow Representation AAAI 2025 Dual Encoder Contrastive Learning with Augmented Views for Graph Anomaly Detection IJCAI 2025 Dual Focus-Attention Transformer for Robust Point Cloud Registration CVPR 2025 DUALFormer: Dual Graph Transformer ICLR 2025 Dual-level Fuzzy Learning with Patch Guidance for Image Ordinal Regression IJCAI 2025 Dual-level Prototype Learning for Composite Degraded Image Restoration ICCV 2025 Dual Manifold Regularization Steered Robust Representation Learning for Point Cloud Analysis AAAI 2025 Dual Orthogonality Sub-center Loss for Enhanced Anomalous Sound Detection Interspeech 2025 Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance WACV 2025 Dual Robust Unbiased Multi-View Clustering for Incomplete and Unpaired Information IJCAI 2025 Dual-S3D: Hierarchical Dual-Path Selective SSM-CNN for High-Fidelity Implicit Reconstruction ICCV 2025 Dual-View Learning for Conversational Emotion Recognition Through Context and Emotion-Shift Modeling AAAI 2025 Dual-view X-ray Detection: Can AI Detect Prohibited Items from Dual-view X-ray Images like Humans? CVPR 2025 DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation ICCV 2025 DUSTED: Dual-Attention Enhanced Spatial Transcriptomics Denoiser AAAI 2025 DUTIR831 at SemEval-2025 Task 5: A Multi-Stage LLM Approach to GND Subject Assignment for TIBKAT Records SemEval 2025 DUTtask10 at SemEval-2025 Task 10: ThoughtFlow: Hierarchical Narrative Classification via Stepwise Prompting SemEval 2025 D.Va: Validate Your Demonstration First Before You Use It ACL 2025 DVI:A Derivative-based Vision Network for INR ICML 2025 DV-Matcher: Deformation-based Non-rigid Point Cloud Matching Guided by Pre-trained Visual Features CVPR 2025 dyAb: Flow Matching for Flexible Antibody Design with AlphaFold-driven Pre-binding Antigen AAAI 2025 Dynamical Modeling of Behaviorally Relevant Spatiotemporal Patterns in Neural Imaging Data ICML 2025