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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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'15
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'25

Papers (including subtopics)

M²N: A Progressive Macro-to-Micro 3D Modeling Scheme for Unveiling Drug-Target Affinity AAAI 2025 M2OST: Many-to-one Regression for Predicting Spatial Transcriptomics from Digital Pathology Images AAAI 2025 M3amba: Memory Mamba is All You Need for Whole Slide Image Classification CVPR 2025 M3-JEPA: Multimodal Alignment via Multi-gate MoE based on the Joint-Embedding Predictive Architecture ICML 2025 M^3-VOS: Multi-Phase, Multi-Transition, and Multi-Scenery Video Object Segmentation CVPR 2025 Machine Translation Metrics for Indigenous Languages Using Fine-tuned Semantic Embeddings NAACL 2025 madhans476 at SemEval-2025 Task 9: Multi-Model Ensemble and Prompt-Based Learning for Food Hazard Prediction SemEval 2025 MA-DPR: Manifold-aware Distance Metrics for Dense Passage Retrieval EMNLP 2025 MAD Speech: Measures of Acoustic Diversity of Speech NAACL 2025 MAESTRO: Masked Encoding Set Transformer with Self-Distillation ICLR 2025 MAFMO: Multi-modal Adaptive Fusion with Meta-template Optimization for Vision-Language Models EMNLP 2025 MAGMA: Manifold Regularization for MAEs WACV 2025 MAGNET: Augmenting Generative Decoders with Representation Learning and Infilling Capabilities ACL 2025 MAGRET: Machine-generated Text Detection with Rewritten Texts COLING 2025 MA-GTS: A Multi-Agent Framework for Solving Complex Graph Problems in Real-World Applications EMNLP 2025 Mahalanobis++: Improving OOD Detection via Feature Normalization ICML 2025 MAI: A Multi-turn Aggregation-Iteration Model for Composed Image Retrieval ICLR 2025 MAiDE-up: Multilingual Deception Detection of AI-generated Hotel Reviews NAACL 2025 Main Predicate and Their Arguments as Explanation Signals For Intent Classification NAACL 2025 Make Haste Slowly: A Theory of Emergent Structured Mixed Selectivity in Feature Learning ReLU Networks ICLR 2025 Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation ACL 2025 Make-It-Animatable: An Efficient Framework for Authoring Animation-Ready 3D Characters CVPR 2025 Make Me Happier: Evoking Emotions Through Image Diffusion Models ICCV 2025 Making FETCH! Happen: Finding Emergent Dog Whistles Through Common Habitats ACL 2025 Making Text Embedders Few-Shot Learners ICLR 2025