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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)

Legal Argument Extraction from Court Judgements using Integer Linear Programming EMNLP 2023 Legal_try at SemEval-2023 Task 6: Voting Heterogeneous Models for Entities identification in Legal Documents SemEval 2023 LegendreTron: Uprising Proper Multiclass Loss Learning ICML 2023 Length is a Curse and a Blessing for Document-level Semantics EMNLP 2023 Lens Parameter Estimation for Realistic Depth of Field Modeling ICCV 2023 LERF: Language Embedded Radiance Fields ICCV 2023 Less Is More Important: An Attention Module Guided by Probability Density Function for Convolutional Neural Networks AAAI 2023 Less Is More: Volatility Forecasting with Contrastive Representation Learning (Student Abstract) AAAI 2023 LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning ICML 2023 Let the Data Choose: Flexible and Diverse Anchor Graph Fusion for Scalable Multi-View Clustering AAAI 2023 Leverage Points in Modality Shifts: Comparing Language-only and Multimodal Word Representations ACL 2023 Leveraging Argumentation for Generating Robust Sample-based Explanations IJCAI 2023 Leveraging Importance Weights in Subset Selection ICLR 2023 Leveraging Intrinsic Properties for Non-Rigid Garment Alignment ICCV 2023 Leveraging Label Information for Multimodal Emotion Recognition Interspeech 2023 Leveraging Label Non-Uniformity for Node Classification in Graph Neural Networks ICML 2023 Leveraging Local Patch Differences in Multi-Object Scenes for Generative Adversarial Attacks WACV 2023 Leveraging Natural Language Processing and Clinical Notes for Dementia Detection ACL 2023 Leveraging Old Knowledge to Continually Learn New Classes in Medical Images AAAI 2023 Leveraging per Image-Token Consistency for Vision-Language Pre-Training CVPR 2023 Leveraging Prefix Transfer for Multi-Intent Text Revision ACL 2023 Leveraging sparse and shared feature activations for disentangled representation learning NeurIPS 2023 Leveraging Structure for Improved Classification of Grouped Biased Data AAAI 2023 Leveraging Sub-class Discimination for Compositional Zero-Shot Learning AAAI 2023 Leveraging Weighted Cross-Graph Attention for Visual and Semantic Enhanced Video Captioning Network AAAI 2023