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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)

Subspace-Guided Knowledge Distillation for Efficient Model Transfer WACV 2026 SU NLP 29 at SemEval-2026 Task 5: DynaOrd - Hybrid Dynamic Ordinal Regression with LoRA-Fine-Tuned DeBERTa-v3 SemEval 2026 Supachoke at AbjadMed: Enhancing Arabic Medical Text Classification Using Fine-Tuned AraBERT EACL 2026 SuperRivolution: Fine-Scale Rivers from Coarse Temporal Satellite Imagery WACV 2026 Supervised Dynamic Dimension Reduction with Deep Neural Network AAAI 2026 Suppressing Final Layer Hidden State Jumps in Transformer Pretraining EACL 2026 SVGL: Scale-Variable Graph Learning in Model Space for Multivariate Time Series Classification AAAI 2026 Sycophancy Hides Linearly in the Attention Heads EACL 2026 Symmetrical Flow Matching: Unified Image Generation, Segmentation, and Classification with Score-Based Generative Models AAAI 2026 Symmetry Breaking for Inductive Logic Programming AAAI 2026 SymNet: A Multi-Task Network for Joint Radio Map Reconstruction and Transmitter Localization WACV 2026 SynerDetect: Hierarchical Synergistic Learning for Generalizable AI-Generated Image Detection AAAI 2026 T3Time: Tri-Modal Time Series Forecasting via Adaptive Multi-Head Alignment and Residual Fusion AAAI 2026 Tables Guide Vision: Learning to See the Heart through Tabular Data WACV 2026 Tabular Learnwares Can Be Repurposed for Seemingly Irrelevant New Tasks AAAI 2026 TacticalCalib: End-to-End 6-DoF Camera Pose Regression for Tactical Camera Calibration WACV 2026 Talk, Snap, Complain: Validation-Aware Multimodal Expert Framework for Fine-Grained Customer Grievances AAAI 2026 Task-Aware Meta-Learning on Heterogeneous Knowledge Graph for POI Recommendation AAAI 2026 TaxonRL: Reinforcement Learning with Intermediate Rewards for Interpretable Fine-Grained Visual Reasoning WACV 2026 TDSNNs: Competitive Topographic Deep Spiking Neural Networks for Visual Cortex Modeling AAAI 2026 TDSS: Task Dynamic-Synergistic Skill Adaptation for Boosting Efficient and Scalable Multi-Task Learning in Dense Visual Prediction AAAI 2026 Teaching NLP in the AI Era: Experiences from the University of Latvia EACL 2026 Teaching Old Tokenizers New Words: Efficient Tokenizer Adaptation for Pretrained Models EACL 2026 Team UBSE at SemEval-2026 Task 4: Adapting Generalist Embeddings for Narrative Representations SemEval 2026 Temporal Calibrating and Distilling for Scene-Text Aware Text-Video Retrieval AAAI 2026