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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
'5
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'25

Papers (including subtopics)

LP-based Construction of DC Decompositions for Efficient Inference of Markov Random Fields AISTATS 2024 LPNL: Scalable Link Prediction with Large Language Models ACL 2024 LSEnet: Lorentz Structural Entropy Neural Network for Deep Graph Clustering ICML 2024 LSPAN: Spectrally Localized Augmentation for Graph Consistency Learning IJCAI 2024 LT4SG@SMM4H’24: Tweets Classification for Digital Epidemiology of Childhood Health Outcomes Using Pre-Trained Language Models ACL 2024 LTA-PCS: Learnable Task-Agnostic Point Cloud Sampling CVPR 2024 LTGC: Long-tail Recognition via Leveraging LLMs-driven Generated Content CVPR 2024 LUPET: Incorporating Hierarchical Information Path into Multilingual ASR Interspeech 2024 Lupus Nephritis Subtype Classification with only Slide Level Labels MIDL 2024 LUWA Dataset: Learning Lithic Use-Wear Analysis on Microscopic Images CVPR 2024 M3: A Multi-Task Mixed-Objective Learning Framework for Open-Domain Multi-Hop Dense Sentence Retrieval COLING 2024 M3C: A Framework towards Convergent, Flexible, and Unsupervised Learning of Mixture Graph Matching and Clustering ICLR 2024 M3D: Dataset Condensation by Minimizing Maximum Mean Discrepancy AAAI 2024 M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation ACL 2024 M3TCM: Multi-modal Multi-task Context Model for Utterance Classification in Motivational Interviews COLING 2024 M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection ACL 2024 Machine-Generated Text Localization ACL 2024 Machine Unlearning: Challenges in Data Quality and Access IJCAI 2024 Machine Unlearning for Image-to-Image Generative Models ICLR 2024 Macro-descriptors for Alzheimer's disease detection using large language models Interspeech 2024 MAdVerse: A Hierarchical Dataset of Multi-Lingual Ads From Diverse Sources and Categories WACV 2024 MAFALDA: A Benchmark and Comprehensive Study of Fallacy Detection and Classification NAACL 2024 MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models ICML 2024 MaGGIe: Masked Guided Gradual Human Instance Matting CVPR 2024 Magic Tokens: Select Diverse Tokens for Multi-modal Object Re-Identification CVPR 2024