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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)

Tensorized Label Learning via Balanced Tensor Regression AAAI 2026 TerraScope: Pixel-Grounded Visual Reasoning for Earth Observation CVPR 2026 Text-based Aerial-Ground Person Retrieval AAAI 2026 TextGround4M: A Prompt-Aligned Dataset for Layout-Aware Text Rendering AAAI 2026 TextShield-R1: Reinforced Reasoning for Tampered Text Detection AAAI 2026 Textured Geometry Evaluation: Perceptual 3D Textured Shape Metric via 3D Latent-Geometry Network AAAI 2026 TFD-Net: Towards Intelligent Time-Frequency Mode Decomposition with Practical Applications AAAI 2026 TGCD: A Framework for Generalized Category Discovery in Time-Series Data AAAI 2026 The Avengers: A Routing Recipe for Collective Intelligence in Language Models AAAI 2026 The Generalised Kernel Covariance Measure CLeaR 2026 The Indonesian Religiolect Corpus: Data Curation for Muslim, Protestant, and Catholic Language Varieties EACL 2026 The Proxy Presumption: From Semantic Embeddings to Valid Social Measures ACL 2026 The Semantic Architect: How FEAML Bridges Structured Data and LLMs for Multi-Label Tasks AAAI 2026 The Structure-Equivalent Prior: Unifying Temporal Dynamics and 3D Evolution in 4D Latent Space AAAI 2026 Thinking Aesthetics Assessment of Image Color Temperature: Models, Datasets and Benchmarks AAAI 2026 TiCLS: Tightly Coupled Language Text Spotter WACV 2026 Tifin India at SemEval-2026 Task 5: Semantic Bridge: Augmented Encoding for Word Sense Plausibility SemEval 2026 TimeCAP: A Channel-Aware Pre-Training Framework for Multivariate Time Series Forecasting AAAI 2026 Time-Frequency Augmented Multi-level Contrastive Clustering for Time Series AAAI 2026 TimeMosaic: Temporal Heterogeneity Guided Time Series Forecasting via Adaptive Granularity Patch and Segment-wise Decoding AAAI 2026 Time-Series Anomaly Detection with Graph-Based Self-Supervised Learning and Foundation Models: Towards Real-World Applications AAAI 2026 Time Series Forecasting via Direct Per-Step Probability Distribution Modeling AAAI 2026 Timestamp Query Transformer for Temporal Action Segmentation WACV 2026 Token-Context Attention for NLI: An Alternative to Self-Attention AAAI 2026 TokenHand: Discrete Token Representation for Efficient Hand Mesh Reconstruction CVPR 2026