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)
Robust Lightweight Facial Expression Recognition Network with Label Distribution Training
AAAI 2021
Robust Model Compression Using Deep Hypotheses
AAAI 2021
Robustness and Sensitivity of BERT Models Predicting Alzheimer’s Disease from Text
EMNLP 2021
Robustness between the worst and average case
NeurIPS 2021
Robustness to Missing Features using Hierarchical Clustering with Split Neural Networks (Student Abstract)
AAAI 2021
Robust Neural Routing Through Space Partitions for Camera Relocalization in Dynamic Indoor Environments
CVPR 2021
Robust Online Correlation Clustering
NeurIPS 2021
Robust Optimization for Multilingual Translation with Imbalanced Data
NeurIPS 2021
Robust PDF Document Conversion using Recurrent Neural Networks
AAAI 2021
Robust principal component analysis for generalized multi-view models
UAI 2021
Robust Regression for Monocular Depth Estimation
ACML 2021
Robust Regression Revisited: Acceleration and Improved Estimation Rates
NeurIPS 2021
Robust Representation Learning via Perceptual Similarity Metrics
ICML 2021
Robust Representation Learning With Feedback for Single Image Deraining
CVPR 2021
Robust Small-Scale Pedestrian Detection With Cued Recall via Memory Learning
ICCV 2021
Robust Visual Reasoning via Language Guided Neural Module Networks
NeurIPS 2021
Role of Language Relatedness in Multilingual Fine-tuning of Language Models: A Case Study in Indo-Aryan Languages
EMNLP 2021
RollingLDA: An Update Algorithm of Latent Dirichlet Allocation to Construct Consistent Time Series from Textual Data
EMNLP 2021
RoMa at SemEval-2021 Task 7: A Transformer-based Approach for Detecting and Rating Humor and Offense
SemEval 2021
Roof-GAN: Learning To Generate Roof Geometry and Relations for Residential Houses
CVPR 2021
Room to Grow: Understanding Personal Characteristics Behind Self Improvement Using Social Media
NAACL 2021
Rotation-Invariant Gait Identification with Quaternion Convolutional Neural Networks (Student Abstract)
AAAI 2021
Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph Embedding
NeurIPS 2021
Row-clustering of a Point Process-valued Matrix
NeurIPS 2021
RRL: Resnet as representation for Reinforcement Learning
ICML 2021