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)
Multi-scale Domain-adversarial Multiple-instance CNN for Cancer Subtype Classification with Unannotated Histopathological Images
CVPR 2020
Multi-Scale Fusion Subspace Clustering Using Similarity Constraint
CVPR 2020
Multi-Scale Self-Attention for Text Classification
AAAI 2020
Multi-scale Two-way Deep Neural Network for Stock Trend Prediction
IJCAI 2020
Multi-Speaker Emotion Conversion via Latent Variable Regularization and a Chained Encoder-Decoder-Predictor Network
Interspeech 2020
Multi-Speaker Text-to-Speech Synthesis Using Deep Gaussian Processes
Interspeech 2020
Multistage Fusion with Forget Gate for Multimodal Summarization in Open-Domain Videos
EMNLP 2020
Multi-Step Inference for Reasoning Over Paragraphs
EMNLP 2020
Multi-Stream Attention-Based BLSTM with Feature Segmentation for Speech Emotion Recognition
Interspeech 2020
MultiSumm: Towards a Unified Model for Multi-Lingual Abstractive Summarization
AAAI 2020
Multi-task Additive Models for Robust Estimation and Automatic Structure Discovery
NeurIPS 2020
Multi-task Batch Reinforcement Learning with Metric Learning
NeurIPS 2020
Multi-Task Driven Feature Models for Thermal Infrared Tracking
AAAI 2020
Multi-Task Learning for End-to-End Noise-Robust Bandwidth Extension
Interspeech 2020
Multi-Task Learning for Knowledge Graph Completion with Pre-trained Language Models
COLING 2020
Multi-task Learning for Multilingual Neural Machine Translation
EMNLP 2020
Multi-task Learning of Spoken Language Understanding by Integrating N-Best Hypotheses with Hierarchical Attention
COLING 2020
Multi-Task Network for Noise-Robust Keyword Spotting and Speaker Verification Using CTC-Based Soft VAD and Global Query Attention
Interspeech 2020
Multi-task Peer-Review Score Prediction
EMNLP 2020
Multi-Task Reinforcement Learning with Soft Modularization
NeurIPS 2020
Multi-Task Self-Supervised Learning for Disfluency Detection
AAAI 2020
Multi-Turn Dialogue Generation in E-Commerce Platform with the Context of Historical Dialogue
EMNLP 2020
Multivariate Probability Calibration with Isotonic Bernstein Polynomials
IJCAI 2020
Multi-View Attribute Graph Convolution Networks for Clustering
IJCAI 2020
Multi-view Classification Model for Knowledge Graph Completion
AACL 2020