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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)

Regression with Multi-Expert Deferral ICML 2024 Regressor-Segmenter Mutual Prompt Learning for Crowd Counting CVPR 2024 Regroup Median Loss for Combating Label Noise AAAI 2024 Regularization and Optimal Multiclass Learning COLT 2024 Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs NeurIPS 2024 Reinforced Multiple Instance Selection for Speaker Attribute Prediction NAACL 2024 Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval EMNLP 2024 Rejection via Learning Density Ratios NeurIPS 2024 Related Work Is All You Need COLING 2024 Relational Concept Bottleneck Models NeurIPS 2024 Relational Proxy Loss for Audio-Text based Keyword Spotting Interspeech 2024 Relationship Prompt Learning is Enough for Open-Vocabulary Semantic Segmentation NeurIPS 2024 Relaxed Quantile Regression: Prediction Intervals for Asymmetric Noise ICML 2024 RelBench: A Benchmark for Deep Learning on Relational Databases NeurIPS 2024 ReliaAvatar: A Robust Real-Time Avatar Animator with Integrated Motion Prediction IJCAI 2024 Reliable Conflictive Multi-View Learning AAAI 2024 Reliable Learning of Halfspaces under Gaussian Marginals NeurIPS 2024 Relightable and Animatable Neural Avatar from Sparse-View Video CVPR 2024 ReLUs Are Sufficient for Learning Implicit Neural Representations ICML 2024 ReMasker: Imputing Tabular Data with Masked Autoencoding ICLR 2024 REMATCH: Robust and Efficient Matching of Local Knowledge Graphs to Improve Structural and Semantic Similarity NAACL 2024 Remote Sensing for Water Quality: A Multi-Task, Metadata-Driven Hypernetwork Approach IJCAI 2024 Render and Diffuse: Aligning Image and Action Spaces for Diffusion-based Behaviour Cloning RSS 2024 RENN: A Rule Embedding Enhanced Neural Network Framework for Temporal Knowledge Graph Completion COLING 2024 Reparameterized Multi-Resolution Convolutions for Long Sequence Modelling NeurIPS 2024