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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)

Revisiting Word Embeddings in the LLM Era IJCNLP 2025 Reward-free World Models for Online Imitation Learning ICML 2025 Reward-Weighted Sampling: Enhancing Non-Autoregressive Characteristics in Masked Diffusion LLMs EMNLP 2025 ReX: A Framework for Incorporating Temporal Information in Model-Agnostic Local Explanation Techniques AAAI 2025 RF-DTR: A Multi-Stage DCT Token Regression Network for Progressive Rib Fracture Mask Refinement IJCAI 2025 RFL: Simplifying Chemical Structure Recognition with Ring-Free Language AAAI 2025 Richer Semantics, Better Alignment: Aligning Visual Features with Explicit and Enriched Semantics for Visible-Infrared Person Re-Identification IJCAI 2025 RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation COLING 2025 Riding the Wave: Multi-Scale Spatial-Temporal Graph Learning for Highway Traffic Flow Prediction Under Overload Scenarios IJCAI 2025 Riemann-based Multi-scale Attention Reasoning Network for Text-3D Retrieval AAAI 2025 RingFormer: A Ring-Enhanced Graph Transformer for Organic Solar Cell Property Prediction AAAI 2025 RipVIS: Rip Currents Video Instance Segmentation Benchmark for Beach Monitoring and Safety CVPR 2025 Risk and cross validation in ridge regression with correlated samples ICML 2025 RLEF: Grounding Code LLMs in Execution Feedback with Reinforcement Learning ICML 2025 RLTHF: Targeted Human Feedback for LLM Alignment ICML 2025 RMKMavericks@DravidianLangTech 2025: Emotion Mining in Tamil and Tulu Code-Mixed Text: Challenges and Insights NAACL 2025 RMKMavericks@DravidianLangTech 2025: Tackling Abusive Tamil and Malayalam Text Targeting Women: A Linguistic Approach NAACL 2025 RoboGround: Robotic Manipulation with Grounded Vision-Language Priors CVPR 2025 RoboPEPP: Vision-Based Robot Pose and Joint Angle Estimation through Embedding Predictive Pre-Training CVPR 2025 Robot Data Curation with Mutual Information Estimators RSS 2025 Robot Operating Home Appliances by Reading User Manuals CoRL 2025 Robust and Adaptive AI Models for Medication Usage Forecasting Using ICD-9/10 Code (Student Abstract) AAAI 2025 Robust Automatic Modulation Classification with Fuzzy Regularization ICML 2025 Robust Conformal Prediction with a Single Binary Certificate ICLR 2025 Robust Consensus Anchor Learning for Efficient Multi-view Subspace Clustering ICML 2025