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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)

Attributing Image Generative Models using Latent Fingerprints ICML 2023 A Two-Stage Active Learning Algorithm for k-Nearest Neighbors ICML 2023 AUC-based Selective Classification AISTATS 2023 AUC Maximization for Low-Resource Named Entity Recognition AAAI 2023 AUC Maximization in Imbalanced Lifelong Learning UAI 2023 Audio Retrieval with WavText5K and CLAP Training Interspeech 2023 Audio-Visual Efficient Conformer for Robust Speech Recognition WACV 2023 Audio-Visual Glance Network for Efficient Video Recognition ICCV 2023 Auditing and Robustifying COVID-19 Misinformation Datasets via Anticontent Sampling AAAI 2023 Auditory Attention Detection in Real-Life Scenarios Using Common Spatial Patterns from EEG Interspeech 2023 Audit Report Coverage Assessment using Sentence Classification AACL 2023 Augmentation Component Analysis: Modeling Similarity via the Augmentation Overlaps ICLR 2023 Augmentation Invariant Discrete Representation for Generative Spoken Language Modeling ACL 2023 Augmented Memory Replay-based Continual Learning Approaches for Network Intrusion Detection NeurIPS 2023 Augmented Sparsifiers for Generalized Hypergraph Cuts JMLR 2023 Augmenting Affective Dependency Graph via Iterative Incongruity Graph Learning for Sarcasm Detection AAAI 2023 Augment to Interpret: Unsupervised and Inherently Interpretable Graph Embeddings ACML 2023 Augustine of Hippo at SemEval-2023 Task 4: An Explainable Knowledge Extraction Method to Identify Human Values in Arguments with SuperASKE SemEval 2023 A Unification Framework for Euclidean and Hyperbolic Graph Neural Networks IJCAI 2023 A Unified Analysis of Multi-task Functional Linear Regression Models with Manifold Constraint and Composite Quadratic Penalty JMLR 2023 A Unified Conditional Framework for Diffusion-based Image Restoration NeurIPS 2023 A Unified Evaluation Framework for Novelty Detection and Accommodation in NLP with an Instantiation in Authorship Attribution ACL 2023 A Unified Framework for Emotion Identification and Generation in Dialogues EACL 2023 A Unified Framework for Optimization-Based Graph Coarsening JMLR 2023 A Unified Generalization Analysis of Re-Weighting and Logit-Adjustment for Imbalanced Learning NeurIPS 2023