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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)

ObjectCore - Efficient Few-shot Logical Anomaly Detection using Object Representations WACV 2026 ObjecTok: Learning Holistic and Robust Object Tokens for MLLMs AAAI 2026 OccamVTS: Distilling Vision Models to 1% Parameters for Time Series Forecasting AAAI 2026 Occlusion Boundary and Depth: Mutual Enhancement via Multi-Task Learning WACV 2026 Odo: Depth-Guided Diffusion for Identity-Preserving Body Reshaping WACV 2026 Olga Snissarenko at AbjadMed: Arabic Clinical Text Classification with AraBERT: Results from the AbjadMed Shared Task EACL 2026 Oligodendrocyte-Driven Spiking Neural Model AAAI 2026 OMAN-SPEECH: A Multi-Layer Annotated Speech Corpus for Omani Arabic Dialects EACL 2026 Omni-Effects: Unified and Spatially-Controllable Visual Effects Generation AAAI 2026 OmniEvent: Unified Event Representation Learning AAAI 2026 One2Seq: One-Token Wise Decoder for Efficient Scene Text Recognition AAAI 2026 One for All: Synthesis-Free Fingerprint Learning for Attribution of In-the-Wild Synthetic Images AAAI 2026 OneLIP: Unlocking and Improving Long-Text Representations of CLIP via One-Stage Adaptation AAAI 2026 One Model, Many Behaviors: Training-Induced Effects on Out-of-Distribution Detection WACV 2026 One Sentence, Two Embeddings: Contrastive Learning of Explicit and Implicit Semantic Representations EACL 2026 One-Shot Fine-Grained Re-Identification of Paint Marked Honey Bees using Vision Foundation Models WACV 2026 One-shot Portrait Stylizaiton via Geometric Alignment WACV 2026 OnlineBootKNN: An Unsupervised Framework for Detecting Anomalies in Spectral Data Streams AAAI 2026 Online Conformal Selection with Accept-to-Reject Changes AAAI 2026 Online Cross-Modal Hashing with Expanding Label Space AAAI 2026 Online Linear Regression with Paid Stochastic Features AAAI 2026 Online Multi-Relational Clustering with Dominant View Mining AAAI 2026 Online Realizable Regression and Applications for ReLU Networks COLT 2026 On Logical Extrapolation for Mazes with Recurrent and Implicit Networks AAAI 2026 On Modality Weighting and Specificity for Multi-Modal Entity Alignment AAAI 2026