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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)

Long-range Meta-path Search on Large-scale Heterogeneous Graphs NeurIPS 2024 Long Range Propagation on Continuous-Time Dynamic Graphs ICML 2024 Long-Tail Class Incremental Learning via Independent Sub-prototype Construction CVPR 2024 Long-Tailed Learning as Multi-Objective Optimization AAAI 2024 Long-Tailed Out-of-Distribution Detection via Normalized Outlier Distribution Adaptation NeurIPS 2024 Long-Tailed Partial Label Learning by Head Classifier and Tail Classifier Cooperation AAAI 2024 Long Unit Word Tokenization and Bunsetsu Segmentation of Historical Japanese ACL 2024 LongVQ: Long Sequence Modeling with Vector Quantization on Structured Memory IJCAI 2024 Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps EMNLP 2024 Looking Similar Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation Learning CVPR 2024 Loopy-SLAM: Dense Neural SLAM with Loop Closures CVPR 2024 LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search NeurIPS 2024 LoRAP: Transformer Sub-Layers Deserve Differentiated Structured Compression for Large Language Models ICML 2024 Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics NeurIPS 2024 LoSh: Long-Short Text Joint Prediction Network for Referring Video Object Segmentation CVPR 2024 Lost in Translation: Chemical Language Models and the Misunderstanding of Molecule Structures EMNLP 2024 Low-dimensional Style Token Control for Hyperarticulated Speech Synthesis Interspeech 2024 Low-Distortion Clustering with Ordinal and Limited Cardinal Information AAAI 2024 Low-Rank Approximation of Structural Redundancy for Self-Supervised Learning CLeaR 2024 Low-Rank Kernel Tensor Learning for Incomplete Multi-View Clustering AAAI 2024 Low Rank Matrix Completion via Robust Alternating Minimization in Nearly Linear Time ICLR 2024 Low-Rank Matrix Estimation in the Presence of Change-Points JMLR 2024 Low-rank MDPs with Continuous Action Spaces AISTATS 2024 Low-Rank Optimal Transport through Factor Relaxation with Latent Coupling NeurIPS 2024 Low Resource ICD Coding of Hospital Discharge Summaries ACL 2024