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
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'15
'20
'25
Papers (including subtopics)
1213Li at SemEval-2021 Task 6: Detection of Propaganda with Multi-modal Attention and Pre-trained Models
SemEval 2021
2D to 3D Medical Image Colorization
WACV 2021
3DCaricShop: A Dataset and a Baseline Method for Single-View 3D Caricature Face Reconstruction
CVPR 2021
3D Graph Anatomy Geometry-Integrated Network for Pancreatic Mass Segmentation, Diagnosis, and Quantitative Patient Management
CVPR 2021
3DIAS: 3D Shape Reconstruction With Implicit Algebraic Surfaces
ICCV 2021
3D Neural Scene Representations for Visuomotor Control
CoRL 2021
3DPoseLite: A Compact 3D Pose Estimation Using Node Embeddings
WACV 2021
4DComplete: Non-Rigid Motion Estimation Beyond the Observable Surface
ICCV 2021
4D Hyperspectral Photoacoustic Data Restoration With Reliability Analysis
CVPR 2021
5* Knowledge Graph Embeddings with Projective Transformations
AAAI 2021
A$^2$-Net: Learning Attribute-Aware Hash Codes for Large-Scale Fine-Grained Image Retrieval
NeurIPS 2021
A Bayesian Contiguous Partitioning Method for Learning Clustered Latent Variables
JMLR 2021
A Bayes-Optimal View on Adversarial Examples
JMLR 2021
ABCD: A Graph Framework to Convert Complex Sentences to a Covering Set of Simple Sentences
ACL 2021
Abductive Knowledge Induction from Raw Data
IJCAI 2021
A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs
NeurIPS 2021
A Blind Block Term Decomposition of High Order Tensors
AAAI 2021
ABMDRNet: Adaptive-Weighted Bi-Directional Modality Difference Reduction Network for RGB-T Semantic Segmentation
CVPR 2021
A Bottom-Up DAG Structure Extraction Model for Math Word Problems
AAAI 2021
A Broad Study on the Transferability of Visual Representations With Contrastive Learning
ICCV 2021
Absolute Neighbour Difference based Correlation Test for Detecting Heteroscedastic Relationships
NeurIPS 2021
Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution
CVPR 2021
Abusive content detection in transliterated Bengali-English social media corpus
NAACL 2021
Abusive Language Detection in Heterogeneous Contexts: Dataset Collection and the Role of Supervised Attention
AAAI 2021
Abusive Language Recognition in Russian
EACL 2021