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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
'5
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'25

Papers (including subtopics)

How To Make Your Cell Tracker Say "I dunno!" ICCV 2025 How to Move Your Dragon: Text-to-Motion Synthesis for Large-Vocabulary Objects ICML 2025 How to Talk to Language Models: Serialization Strategies for Structured Entity Matching NAACL 2025 How Transformers Learn Structured Data: Insights From Hierarchical Filtering ICML 2025 How Would It Sound? Material-Controlled Multimodal Acoustic Profile Generation for Indoor Scenes ICCV 2025 How Your Location Relates to Health: Variable Importance and Interpretable Machine Learning for Environmental and Sociodemographic Data AAAI 2025 HPSv3: Towards Wide-Spectrum Human Preference Score ICCV 2025 HTMS@DravidianLangTech 2025: Fusing TF-IDF and BERT with Dimensionality Reduction for Abusive Language Detection in Tamil and Malayalam NAACL 2025 HTU at SemEval-2025 Task 11: Divide and Conquer - Multi-Label emotion classification using 6 DziriBERTs submodels with Label-fused Iterative Mask Filling technique for low-resource data augmentation. SemEval 2025 Hubness Change Point Detection AAAI 2025 Human2LocoMan: Learning Versatile Quadrupedal Manipulation with Human Pretraining RSS 2025 Human-Aligned Image Models Improve Visual Decoding from the Brain ICML 2025 Human and AI Perceptual Differences in Image Classification Errors AAAI 2025 Human Cognition-Inspired Hierarchical Fuzzy Learning Machine ICML 2025 Human-Inspired Obfuscation for Model Unlearning: Local and Global Strategies with Hyperbolic Representations EMNLP 2025 Human Interpretable Virtual Metrology in the Semiconductor Manufacturing AAAI 2025 Human-Machine Ritual: Synergic Performance through Real-Time Motion Recognition NeurIPS 2025 Human-Readable Neuro-Fuzzy Networks from Frequent Yet Discernible Patterns in Reward-Based Environments IJCAI 2025 HumanRig: Learning Automatic Rigging for Humanoid Character in a Large Scale Dataset CVPR 2025 HumanSAM: Classifying Human-centric Forgery Videos in Human Spatial, Appearance, and Motion Anomaly ICCV 2025 Humor in Pixels: Benchmarking Large Multimodal Models Understanding of Online Comics EMNLP 2025 HumT DumT: Measuring and controlling human-like language in LLMs ACL 2025 HW-TSC at Multilingual Counterspeech Generation COLING 2025 HYBOOD: A Hybrid Generative Model for Out-of-Distribution Detection with Corruption Estimation AAAI 2025 Hybrid AI for Responsive Multi-Turn Online Conversations with Novel Dynamic Routing and Feedback Adaptation NAACL 2025