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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
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Papers (including subtopics)

HiGen: Hierarchy-Aware Sequence Generation for Hierarchical Text Classification EACL 2024 High-dimensional (Group) Adversarial Training in Linear Regression NeurIPS 2024 High-Dimensional Kernel Methods under Covariate Shift: Data-Dependent Implicit Regularization ICML 2024 Higher-Order Causal Message Passing for Experimentation with Complex Interference NeurIPS 2024 Higher-order Relational Reasoning for Pedestrian Trajectory Prediction CVPR 2024 Higher-Rank Irreducible Cartesian Tensors for Equivariant Message Passing NeurIPS 2024 High-Fidelity Modeling of Generalizable Wrinkle Deformation ECCV 2024 High-Order Semantic Alignment for Unsupervised Fine-Grained Image-Text Retrieval COLING 2024 High-Order Structure Based Middle-Feature Learning for Visible-Infrared Person Re-identification AAAI 2024 High Rank Path Development: an approach to learning the filtration of stochastic processes NeurIPS 2024 High-Resolution Image Harmonization with Adaptive-Interval Color Transformation NeurIPS 2024 HiHPQ: Hierarchical Hyperbolic Product Quantization for Unsupervised Image Retrieval AAAI 2024 HIL: Hybrid Isotropy Learning for Zero-shot Performance in Dense retrieval NAACL 2024 HiLo: Detailed and Robust 3D Clothed Human Reconstruction with High-and Low-Frequency Information of Parametric Models CVPR 2024 HIMap: HybrId Representation Learning for End-to-end Vectorized HD Map Construction CVPR 2024 HiPose: Hierarchical Binary Surface Encoding and Correspondence Pruning for RGB-D 6DoF Object Pose Estimation CVPR 2024 HiRoPE: Length Extrapolation for Code Models Using Hierarchical Position ACL 2024 Historical Portrayal of Greek Tourism through Topic Modeling on International Newspapers EACL 2024 History Repeats Itself: A Baseline for Temporal Knowledge Graph Forecasting IJCAI 2024 HIT-MI&T Lab at SemEval-2024 Task 6: DeBERTa-based Entailment Model is a Reliable Hallucination Detector SemEval 2024 HITSZ-HLT at WASSA-2024 Shared Task 2: Language-agnostic Multi-task Learning for Explainability of Cross-lingual Emotion Detection ACL 2024 HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction NeurIPS 2024 HOAXPEDIA: A Unified Wikipedia Hoax Articles Dataset EMNLP 2024 HoloNets: Spectral Convolutions do extend to Directed Graphs ICLR 2024 Holo-Relighting: Controllable Volumetric Portrait Relighting from a Single Image CVPR 2024