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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)

Co-Training 2L Submodels for Visual Recognition CVPR 2023 COT: Unsupervised Domain Adaptation With Clustering and Optimal Transport CVPR 2023 Counterfactual Generation with Identifiability Guarantees NeurIPS 2023 Counterfactual Identifiability of Bijective Causal Models ICML 2023 Counterfactually Comparing Abstaining Classifiers NeurIPS 2023 Counter Turing Test (CT2): AI-Generated Text Detection is Not as Easy as You May Think - Introducing AI Detectability Index (ADI) EMNLP 2023 Counting the Bugs in ChatGPT’s Wugs: A Multilingual Investigation into the Morphological Capabilities of a Large Language Model EMNLP 2023 CountNet3D: A 3D Computer Vision Approach To Infer Counts of Occluded Objects WACV 2023 Coupled Point Process-based Sequence Modeling for Privacy-preserving Network Alignment IJCAI 2023 Coupled Reconstruction of Cortical Surfaces by Diffeomorphic Mesh Deformation NeurIPS 2023 Coupled Variational Autoencoder ICML 2023 Covariance-adaptive best arm identification NeurIPS 2023 CoVariance-based Causal Debiasing for Entity and Relation Extraction EMNLP 2023 Covariate-informed Representation Learning to Prevent Posterior Collapse of iVAE AISTATS 2023 Coverage-centric Coreset Selection for High Pruning Rates ICLR 2023 CovRelex-SE: Adding Semantic Information for Relation Search via Sequence Embedding EACL 2023 CP2Image: Generating high-quality single-cell images using CellProfiler representations MIDL 2023 C-PMI: Conditional Pointwise Mutual Information for Turn-level Dialogue Evaluation ACL 2023 CQNV: A Combination of Coarsely Quantized Bitstream and Neural Vocoder for Low Rate Speech Coding Interspeech 2023 Creating a POS Gold Standard Corpus of Modern Ukrainian EACL 2023 Creating Multi-Level Skill Hierarchies in Reinforcement Learning NeurIPS 2023 Creation and evaluation of timelines for longitudinal user posts EACL 2023 CREST: A Joint Framework for Rationalization and Counterfactual Text Generation ACL 2023 CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability CVPR 2023 CRISP: Curriculum based Sequential neural decoders for Polar code family ICML 2023