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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)

IEBGL:An Interpretability-Enhanced Brain Graph Learning Framework with LLM-Instructed Topology and Literature-Augmented Semantics CVPR 2026 IGT4ETH: An Isotropic Pre-trained Graph Transformer for Ethereum Account Classification AAAI 2026 I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders AAAI 2026 IIMAS-RAG at SemEval-2026 Task 8: Hybrid Sparse-Dense Retrieval and Answerability-Conditioned Generation for Multi-Turn RAG SemEval 2026 iMAD: Intelligent Multi-Agent Debate for Efficient and Accurate LLM Inference AAAI 2026 ImageBindDC: Compressing Multi-modal Data with ImageBind-based Condensation AAAI 2026 ImageSet2Text: Describing Sets of Images Through Text AAAI 2026 Imagine Before Concentration: Diffusion-Guided Registers Enhance Partially Relevant Video Retrieval CVPR 2026 Imbalanced View Contribution Evaluation and Refinement for Deep Incomplete Multi-View Clustering CVPR 2026 Improved Masked Image Generation with Knowledge-Augmented Token Representations AAAI 2026 Improved Streaming Algorithm for Fair k-Center Clustering AAAI 2026 Improving Animal Pose Estimation through Species Similarity Measures and Rigorous Label Definition WACV 2026 Improving Day-Ahead Grid Carbon Intensity Forecasting by Joint Modeling of Local-Temporal and Cross-Variable Dependencies Across Different Frequencies AAAI 2026 Improving EV Aggregate Flexibility with End-to-End Learning L4DC 2026 Improving Out-of-Distribution Detection Using Segmented Images and Cross-View Attention Fusion WACV 2026 Improving Region Representation Learning from Urban Imagery with Noisy Long-Caption Supervision AAAI 2026 Improving Sparse IMU-based Motion Capture with Motion Label Smoothing AAAI 2026 Improving Target Presence and Plurality Recognition for Generalized Referring Image Segmentation AAAI 2026 Improving TensorSketch Using Complex Random Variables UAI 2026 Improving the Accuracy of Dense Retrieval on the Quantized Indexes via Gradient Optimization of the Target Embeddings AAAI 2026 Impute Missing Entries with Uncertainty AAAI 2026 Incomplete Multi-View Unsupervised Federated Feature Selection via Cooperative Particle Swarm Optimization and Tensor-Aligned Learning AAAI 2026 Incorporating Token Importance in Multi-Vector Retrieval AAAI 2026 IncreFA: Breaking the Static Wall of Generative Model Attribution CVPR 2026 Inductive Generative Recommendation via Retrieval-based Speculation AAAI 2026