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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)

Unveiling the Landscape of Clinical Depression Assessment: From Behavioral Signatures to Psychiatric Reasoning AAAI 2026 Uplift Modeling with Delayed Feedback: Identifiability and Algorithms AAAI 2026 Urban Incident Prediction with Graph Neural Networks: Integrating Government Ratings and Crowdsourced Reports AAAI 2026 U-RoCX: An xLSTM based Approach to AI-Generated Urdu Text Detection EACL 2026 USE: A Unified Model for Universal Sound Separation and Extraction AAAI 2026 Using Constraint Solvers to Construct Binary Codes with Good Error Correction Performance AAAI 2026 Using Subword-Embeddings for Bilingual Lexicon Induction in Bantu Languages EACL 2026 Uslub at AbjadAuthorID Shared Task: A Comparative Analysis of Traditional Machine Learning and Transformer-Based Models for Authorship Attribution in Arabic and Urdu EACL 2026 USPR: Learning a Unified Solver for Profiled Routing AAAI 2026 VAEVQ: Enhancing Discrete Visual Tokenization Through Variational Modeling AAAI 2026 Valid Inference for Treatment Effects under Multimodal Confounding CLeaR 2026 Variance reduction combining pre-experiment and in-experiment data CLeaR 2026 Variation-Bounded Loss for Noise-Tolerant Learning AAAI 2026 VasoMIM: Vascular Anatomy-Aware Masked Image Modeling for Vessel Segmentation AAAI 2026 VerbaNexAI at SemEval-2026 Task 6: Automatic Detection of Political Evasion through Hierarchical Classification with RoBERTa Large SemEval 2026 Vibe Spaces for Creatively Connecting and Expressing Visual Concepts CVPR 2026 Vietnamese Automatic Speech Recognition: A Revisit EACL 2026 Views Attention Fusion of Granular-ball Fuzzy Representations Split for Improved Multi-view Clustering AAAI 2026 ViGG: Robust RGB-D Point Cloud Registration using Visual-Geometric Mutual Guidance WACV 2026 VIGiA: Instructional Video Guidance via Dialogue Reasoning and Retrieval EACL 2026 ViGoEmotions: A Benchmark Dataset For Fine-grained Emotion Detection on Vietnamese Texts EACL 2026 Visual Bridge: Universal Visual Perception Representations Generating AAAI 2026 ViType: High-Fidelity Visual Text Rendering via Glyph-Aware Multimodal Diffusion AAAI 2026 VK-Det: Visual Knowledge Guided Prototype Learning for Open-Vocabulary Aerial Object Detection AAAI 2026 VLHSA: Vision-Language Hierarchical Semantic Alignment for Jigsaw Puzzle Solving with Eroded Gaps (Student Abstract) AAAI 2026