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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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'15
'20
'25

Papers (including subtopics)

Data-Informed Geometric Space Selection NeurIPS 2023 Data Minimization at Inference Time NeurIPS 2023 Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data Value ICML 2023 Data Representations’ Study of Latent Image Manifolds ICML 2023 Data Selection for Language Models via Importance Resampling NeurIPS 2023 Dataset Condensation With Distribution Matching WACV 2023 Dating Greek Papyri with Text Regression ACL 2023 DAVA: Disentangling Adversarial Variational Autoencoder ICLR 2023 DA Wand: Distortion-Aware Selection Using Neural Mesh Parameterization CVPR 2023 DBGDGM: Dynamic Brain Graph Deep Generative Model MIDL 2023 DBGSL: Dynamic Brain Graph Structure Learning MIDL 2023 DC2: Dual-Camera Defocus Control by Learning To Refocus CVPR 2023 D-CALM: A Dynamic Clustering-based Active Learning Approach for Mitigating Bias ACL 2023 DC CoMix TTS: An End-to-End Expressive TTS with Discrete Code Collaborated with Mixer Interspeech 2023 DC-Former: Diverse and Compact Transformer for Person Re-identification AAAI 2023 DCI-ES: An Extended Disentanglement Framework with Connections to Identifiability ICLR 2023 D-CIPHER: Discovery of Closed-form Partial Differential Equations NeurIPS 2023 DDNeRF: Depth Distribution Neural Radiance Fields WACV 2023 Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment NeurIPS 2023 Decipherment as Regression: Solving Historical Substitution Ciphers by Learning Symbol Recurrence Relations EACL 2023 Decision-Making Context Interaction Network for Click-Through Rate Prediction AAAI 2023 Decision Tree for Locally Private Estimation with Public Data NeurIPS 2023 DeCo: Decomposition and Reconstruction for Compositional Temporal Grounding via Coarse-To-Fine Contrastive Ranking CVPR 2023 Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting EMNLP 2023 DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering ACL 2023