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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)

Hyperdimensional Feature Fusion for Out-of-Distribution Detection WACV 2023 HyperFed: Hyperbolic Prototypes Exploration with Consistent Aggregation for Non-IID Data in Federated Learning IJCAI 2023 Hyper-HMM: aligning human brains and semantic features in a common latent event space NeurIPS 2023 Hyper-Label-Graph: Modeling Branch-Level Dependencies of Labels for Hierarchical Multi-Label Text Classification ACML 2023 HyperMixer: An MLP-based Low Cost Alternative to Transformers ACL 2023 HyperNetwork-based Decoupling to Improve Model Generalization for Few-Shot Relation Extraction EMNLP 2023 Hypernetwork-based Meta-Learning for Low-Rank Physics-Informed Neural Networks NeurIPS 2023 Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token Embeddings EMNLP 2023 HyperRank: Hyperbolic Ranking Model for Unsupervised Keyphrase Extraction EMNLP 2023 HyperShot: Few-Shot Learning by Kernel HyperNetworks WACV 2023 Hyper-Skin: A Hyperspectral Dataset for Reconstructing Facial Skin-Spectra from RGB Images NeurIPS 2023 Hyperspherical Embedding for Point Cloud Completion CVPR 2023 Hypervolume Maximization: A Geometric View of Pareto Set Learning NeurIPS 2023 HypLiLoc: Towards Effective LiDAR Pose Regression With Hyperbolic Fusion CVPR 2023 HyP-NeRF: Learning Improved NeRF Priors using a HyperNetwork NeurIPS 2023 Hypotheses Tree Building for One-Shot Temporal Sentence Localization AAAI 2023 I2C-Huelva at SemEval-2023 Task 10: Ensembling Transformers Models for the Detection of Online Sexism SemEval 2023 I2C Huelva at SemEval-2023 Task 4: A Resampling and Transformers Approach to Identify Human Values behind Arguments SemEval 2023 I2C-Huelva at SemEval-2023 Task 9: Analysis of Intimacy in Multilingual Tweets Using Resampling Methods and Transformers SemEval 2023 IAEval: A Comprehensive Evaluation of Instance Attribution on Natural Language Understanding EMNLP 2023 IberianVoxel: Automatic Completion of Iberian Ceramics for Cultural Heritage Studies IJCAI 2023 IC3: Image Captioning by Committee Consensus EMNLP 2023 ICA-Proto: Iterative Cross Alignment Prototypical Network for Incremental Few-Shot Relation Classification EACL 2023 ICICLE: Interpretable Class Incremental Continual Learning ICCV 2023 iCLIP: Bridging Image Classification and Contrastive Language-Image Pre-Training for Visual Recognition CVPR 2023