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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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'15
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'25

Papers (including subtopics)

NYCU-NLP at SemEval-2025 Task 11: Assembling Small Language Models for Multilabel Emotion Detection and Intensity Prediction SemEval 2025 Nyström Kernel Stein Discrepancy AISTATS 2025 OASIS: Order-Augmented Strategy for Improved Code Search ACL 2025 Oath Breakers at SemEval-2025 Task 06: PromiseEval SemEval 2025 Object-Centric Prompt-Driven Vision-Language-Action Model for Robotic Manipulation CVPR 2025 ObjectReact: Learning Object-Relative Control for Visual Navigation CoRL 2025 OCCAM: Towards Cost-Efficient and Accuracy-Aware Classification Inference ICLR 2025 OCRT: Boosting Foundation Models in the Open World with Object-Concept-Relation Triad CVPR 2025 ODDN: Addressing Unpaired Data Challenges in Open-World Deepfake Detection on Online Social Networks AAAI 2025 ODDR: Outlier Detection & Dimension Reduction Based Defense Against Adversarial Patches ICCV 2025 Odysseus Navigates the Sirens’ Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation ACL 2025 Of Dice and Games: A Theory of Generalized Boosting COLT 2025 Offline Changepoint Detection With Gaussian Processes UAI 2025 Offline Model-Based Optimization by Learning to Rank ICLR 2025 Offline Safe Reinforcement Learning Using Trajectory Classification AAAI 2025 Old but Gold: LLM-Based Features and Shallow Learning Methods for Fine-Grained Controversy Analysis in YouTube Comments ACL 2025 OLMD: Orientation-aware Long-term Motion Decoupling for Continuous Sign Language Recognition AAAI 2025 OLMoE: Open Mixture-of-Experts Language Models ICLR 2025 OmniAudio: Generating Spatial Audio from 360-Degree Video ICML 2025 Omni-ID: Holistic Identity Representation Designed for Generative Tasks CVPR 2025 OmniManip: Towards General Robotic Manipulation via Object-Centric Interaction Primitives as Spatial Constraints CVPR 2025 On adaptivity and minimax optimality of two-sided nearest neighbors AISTATS 2025 On choosing the vehicles of metaphors without a body: evidence from Large Language Models ACL 2025 On Conformal Isometry of Grid Cells: Learning Distance-Preserving Position Embedding ICLR 2025 On Differential Privacy for Adaptively Solving Search Problems via Sketching ICML 2025