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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)

MixER: From Cross-Modal to Mixed-Modal Visible-Infrared Re-Identification WACV 2026 Mixture-of-Trees: Learning to Select and Weigh Reasoning Paths for Efficient LLM Inference AAAI 2026 MizanQA: A Benchmark for Multi-Answer Moroccan Legal QA EACL 2026 MLLM Enriched Explainable Multiple Clustering AAAI 2026 MM4Rec: Multi-Source and Multi-Scenario Recommender for Unified User Preference AAAI 2026 MMCM: Multimodality-aware Metric using Clustering-based Modes for Probabilistic Human Motion Prediction WACV 2026 mmJEPA-ECG: Cross-Posture Robust Contactless Electrocardiogram Monitoring via Millimeter Wave Radar Sensing AAAI 2026 MMPG: MoE-based Adaptive Multi-Perspective Graph Fusion for Protein Representation Learning AAAI 2026 mmWEAVER: Environment-Specific mmWave Signal Synthesis from a Photo and Activity Description WACV 2026 MoCHA: Advanced Vision-Language Reasoning with MoE Connector and Hierarchical Group Attention AAAI 2026 Modality-Aware Bias Mitigation and Invariance Learning for Unsupervised Visible-Infrared Person Re-Identification AAAI 2026 Modality Matching Matters: Calibrating Language Distances for Cross-Lingual Transfer in URIEL+ EACL 2026 Model Agnostic Graph Prompt Learning for Crystal Property Prediction UAI 2026 Model Agreement via Anchoring COLT 2026 Modeling Changing Scientific Concepts with Complex Networks: A Case Study on the Chemical Revolution EACL 2026 Modeling Item-Level Dynamic Variability with Residual Diffusion for Bundle Recommendation AAAI 2026 Modeling Linguistic Imprints of War Propaganda in a Russian Wikipedia Fork: A Comparative Analysis with the Original Wikipedia EACL 2026 Modeling Rapid Contextual Learning in the Visual Cortex with Fast-Weight Deep Autoencoder Networks AAAI 2026 Modelling the Effects of Hearing Loss on Neural Coding in the Auditory Midbrain with Variational Conditioning AAAI 2026 Model Merging in the Essential Subspace CVPR 2026 MODIX: A Training-Free Multimodal Information-Driven Positional Index Scaling for Vision-Language Models CVPR 2026 Modulating Multi-Label Tendency in Zero-Shot LLM Coding: The Effect of Output Structure on CDSS Feedback Analysis EACL 2026 MOGO: Residual Quantized Hierarchical Causal Transformer for Real-Time and Infinite-Length 3D Human Motion Generation AAAI 2026 Moire Zero: An Efficient and High-Performance Neural Architecture for Moire Removal WACV 2026 MomentMix Augmentation with Length-Aware DETR for Temporally Robust Moment Retrieval WACV 2026