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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)

Imagine: Image-Guided 3D Part Assembly with Structure Knowledge Graph AAAI 2025 Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection AAAI 2025 Imitation Learning via Focused Satisficing IJCAI 2025 IMoRe: Implicit Program-Guided Reasoning for Human Motion Q&A ICCV 2025 iMoT: Inertial Motion Transformer for Inertial Navigation AAAI 2025 Impacts of Vocoder Selection on Tacotron-based Nepali Text-To-Speech Synthesis COLING 2025 Impartial Multi-task Representation Learning via Variance-invariant Probabilistic Decoding ACL 2025 Implicit Correspondence Learning for Image-to-Point Cloud Registration CVPR 2025 Implicit Discourse Relation Classification For Nigerian Pidgin COLING 2025 Implicit In-context Learning ICLR 2025 Implicit Language Models are RNNs: Balancing Parallelization and Expressivity ICML 2025 Implicit Neural-Representation Learning for Elastic Deformable-Object Manipulations RSS 2025 Implicit Relative Labeling-Importance Aware Multi-Label Metric Learning AAAI 2025 Implicit Subgraph Neural Network ICML 2025 ImpliRet: Benchmarking the Implicit Fact Retrieval Challenge EMNLP 2025 Impromptu Cybercrime Euphemism Detection COLING 2025 Improved Algorithm for Deep Active Learning under Imbalance via Optimal Separation ICML 2025 Improved Coresets for Vertical Federated Learning: Regularized Linear and Logistic Regressions ICML 2025 Improved dependence on coherence in eigenvector and eigenvalue estimation error bounds AISTATS 2025 Improved Expressivity of Hypergraph Neural Networks through High-Dimensional Generalized Weisfeiler-Leman Algorithms ICML 2025 Improved Fixed-Parameter Bounds for Min-Sum-Radii and Diameters k-Clustering and Their Fair Variants AAAI 2025 Improved Margin Generalization Bounds for Voting Classifiers COLT 2025 Improved Near-Duplicate Detection for Aggregated and Paywalled News-Feeds NAACL 2025 Improved Rank Aggregation Under Fairness Constraint IJCAI 2025 Improved Unbiased Watermark for Large Language Models ACL 2025