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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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'25

Papers (including subtopics)

LAST SToP for Modeling Asynchronous Time Series ICML 2025 LATE-GIL-nlp at Semeval-2025 Task 10: Exploring LLMs and transformers for Characterization and extraction of narratives from online news SemEval 2025 Latent Factor Models Meets Instructions: Goal-conditioned Latent Factor Discovery without Task Supervision NAACL 2025 LatentHOI: On the Generalizable Hand Object Motion Generation with Latent Hand Diffusion. CVPR 2025 Latent Inter-User Difference Modeling for LLM Personalization EMNLP 2025 Latent Preference Coding: Aligning Large Language Models via Discrete Latent Codes ICML 2025 Latent Score-Based Reweighting for Robust Classification on Imbalanced Tabular Data ICML 2025 Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation ICLR 2025 Latent Space Imaging CVPR 2025 Latent Space Interpretation for Stylistic Analysis and Explainable Authorship Attribution COLING 2025 Latent Space Super-Resolution for Higher-Resolution Image Generation with Diffusion Models CVPR 2025 Latent Thought Models with Variational Bayes Inference-Time Computation ICML 2025 LaTIM: Measuring Latent Token-to-Token Interactions in Mamba Models ACL 2025 LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients EMNLP 2025 LaVA-Man: Learning Visual Action Representations for Robot Manipulation CoRL 2025 LawToken: a single token worth more than its constituents CoNLL 2025 LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy NAACL 2025 Layer by Layer: Uncovering Hidden Representations in Language Models ICML 2025 Layered Image Vectorization via Semantic Simplification CVPR 2025 Layered Insights: Generalizable Analysis of Human Authorial Style by Leveraging All Transformer Layers EMNLP 2025 Layered-Parameter Perturbation for Zeroth-Order Optimization of Optical Neural Networks AAAI 2025 Layer-wise Minimal Pair Probing Reveals Contextual Grammatical-Conceptual Hierarchy in Speech Representations EMNLP 2025 LBC: Language-Based-Classifier for Out-Of-Variable Generalization NAACL 2025 LCES: Zero-shot Automated Essay Scoring via Pairwise Comparisons Using Large Language Models EMNLP 2025 LCGC: Learning from Consistency Gradient Conflicting for Class-Imbalanced Semi-Supervised Debiasing AAAI 2025