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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)

Maximum Likelihood Estimation of Flexible Survival Densities with Importance Sampling MLHC 2023 Maximum State Entropy Exploration using Predecessor and Successor Representations NeurIPS 2023 Max-Margin Token Selection in Attention Mechanism NeurIPS 2023 Max Markov Chain IJCAI 2023 Max-Sliced Mutual Information NeurIPS 2023 MDACE: MIMIC Documents Annotated with Code Evidence ACL 2023 MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition ICCV 2023 MDQE: Mining Discriminative Query Embeddings To Segment Occluded Instances on Challenging Videos CVPR 2023 MD-VQA: Multi-Dimensional Quality Assessment for UGC Live Videos CVPR 2023 Mean Estimation of Truncated Mixtures of Two Gaussians: A Gradient Based Approach AAAI 2023 Mean Parity Fair Regression in RKHS AISTATS 2023 Mean-Shifted Contrastive Loss for Anomaly Detection AAAI 2023 Measure the Predictive Heterogeneity ICLR 2023 Measuring and Controlling Divisiveness in Rank Aggregation IJCAI 2023 Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations ACL 2023 Measuring Interpretability of Neural Policies of Robots with Disentangled Representation CoRL 2023 Measuring Language Development From Child-centered Recordings Interspeech 2023 Measuring Lexico-Semantic Alignment in Debates with Contextualized Word Representations ACL 2023 Measuring Progress in Fine-grained Vision-and-Language Understanding ACL 2023 Measuring Your ASTE Models in The Wild: A Diversified Multi-domain Dataset For Aspect Sentiment Triplet Extraction ACL 2023 Mediated Uncoupled Learning and Validation with Bregman Divergences: Loss Family with Maximal Generality AISTATS 2023 Medical Dialogue Generation via Dual Flow Modeling ACL 2023 Medieval Social Media: Manual and Automatic Annotation of Byzantine Greek Marginal Writing ACL 2023 MEDIMP: 3D Medical Images and clinical Prompts for renal transplant representation learning MIDL 2023 MEE4 and XLsim : IIIT HYD’s Submissions’ for WMT23 Metrics Shared Task EMNLP 2023