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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)

Multi-Scale Representation Learning for Protein Fitness Prediction NeurIPS 2024 Multiscale Vision Transformers Meet Bipartite Matching for Efficient Single-stage Action Localization CVPR 2024 Multi-Scene Generalized Trajectory Global Graph Solver with Composite Nodes for Multiple Object Tracking AAAI 2024 MultiSkill: Evaluating Large Multimodal Models for Fine-grained Alignment Skills EMNLP 2024 MultiSQL: A Schema-Integrated Context-Dependent Text2SQL Dataset with Diverse SQL Operations ACL 2024 Multi-Stage Predict+Optimize for (Mixed Integer) Linear Programs NeurIPS 2024 Multi-stage Retrieve and Re-rank Model for Automatic Medical Coding Recommendation NAACL 2024 MultiSum: A Multi-Facet Approach for Extractive Social Summarization Utilizing Semantic and Sociological Relationships AAAI 2024 Multi-Target Cross-Lingual Summarization: a novel task and a language-neutral approach EMNLP 2024 Multitarget Device-Free Localization via Cross-Domain Wi-Fi RSS Training Data and Attentional Prior Fusion AAAI 2024 Multi-Task Dense Prediction via Mixture of Low-Rank Experts CVPR 2024 Multi-Task Learning Improves Performance in Deep Argument Mining Models ACL 2024 Multi-Task Learning with Adapters for Plausibility Prediction: Bridging the Gap or Falling into the Trenches? NAACL 2024 Multi-Task Reinforcement Learning with Mixture of Orthogonal Experts ICLR 2024 Multi-Track Message Passing: Tackling Oversmoothing and Oversquashing in Graph Learning via Preventing Heterophily Mixing ICML 2024 Multi-Transmotion: Pre-trained Model for Human Motion Prediction CoRL 2024 Multivariate Probabilistic Time Series Forecasting with Correlated Errors NeurIPS 2024 Multivariate Time-Series Imagification with Time Embedding in Constrained Environments (Student Abstract) AAAI 2024 Multi-View Causal Representation Learning with Partial Observability ICLR 2024 Multi-View Clustering by Inter-cluster Connectivity Guided Reward ICML 2024 Multi-View Randomized Kernel Classification via Nonconvex Optimization AAAI 2024 Multi-View Stochastic Block Models ICML 2024 muNERa at WojoodNER 2024: Multi-tasking NER Approach ACL 2024 Murre24: Dialect Identification of Finnish Internet Forum Messages COLING 2024 MuseCL: Predicting Urban Socioeconomic Indicators via Multi-Semantic Contrastive Learning IJCAI 2024