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
21
30
55
40
51
225
219
249
257
357
364
480
942
818
966
1,394
2,092
3,114
4,415
4,853
5,064
5,371
5,992
6,412
5,823
1,475
2000
'5
'10
'15
'20
'25
Papers (including subtopics)
Harnessing the Power of SVD: An SVA Module for Enhanced Signal Classification
AAAI 2024
HarvestNet: A Dataset for Detecting Smallholder Farming Activity Using Harvest Piles and Remote Sensing
AAAI 2024
HashReID: Dynamic Network With Binary Codes for Efficient Person Re-Identification
WACV 2024
Hateful Word in Context Classification
EMNLP 2024
HateModerate: Testing Hate Speech Detectors against Content Moderation Policies
NAACL 2024
HausaHate: An Expert Annotated Corpus for Hausa Hate Speech Detection
NAACL 2024
HausaNLP at SemEval-2024 Task 1: Textual Relatedness Analysis for Semantic Representation of Sentences
SemEval 2024
HAVE-FUN: Human Avatar Reconstruction from Few-Shot Unconstrained Images
CVPR 2024
Hawkes-Enhanced Spatial-Temporal Hypergraph Contrastive Learning Based on Criminal Correlations
AAAI 2024
HAWK: Learning to Understand Open-World Video Anomalies
NeurIPS 2024
HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition
ACL 2024
HDMixer: Hierarchical Dependency with Extendable Patch for Multivariate Time Series Forecasting
AAAI 2024
HDQMF: Holographic Feature Decomposition Using Quantum Algorithms
CVPR 2024
HEALNet: Multimodal Fusion for Heterogeneous Biomedical Data
NeurIPS 2024
Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks
ICLR 2024
HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction
ICML 2024
HelpSteer: Multi-attribute Helpfulness Dataset for SteerLM
NAACL 2024
HeterGCL: Graph Contrastive Learning Framework on Heterophilic Graph
IJCAI 2024
Heterogeneity-aware Clustered Distributed Learning for Multi-source Data Analysis
JMLR 2024
Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction
IJCAI 2024
Heterogeneous Graph Reasoning for Fact Checking over Texts and Tables
AAAI 2024
Heterogeneous Graph Transformer with Poly-Tokenization
IJCAI 2024
HGDL: Heterogeneous Graph Label Distribution Learning
NeurIPS 2024
HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces
AAAI 2024
HGPrompt: Bridging Homogeneous and Heterogeneous Graphs for Few-Shot Prompt Learning
AAAI 2024