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)
Spectral Feature Transformation for Person Re-Identification
ICCV 2019
Spectral Inference Networks: Unifying Deep and Spectral Learning
ICLR 2019
Spectral Metric for Dataset Complexity Assessment
CVPR 2019
Spectral Modification of Graphs for Improved Spectral Clustering
NeurIPS 2019
Spectral Perturbation Meets Incomplete Multi-view Data
IJCAI 2019
Spectral Subspace Analysis for Automatic Assessment of Pathological Speech Intelligibility
Interspeech 2019
Speech Based Emotion Prediction: Can a Linear Model Work?
Interspeech 2019
Speech-based Estimation of Bulbar Regression in Amyotrophic Lateral Sclerosis
NAACL 2019
Speech Emotion Recognition in Dyadic Dialogues with Attentive Interaction Modeling
Interspeech 2019
Speech Emotion Recognition with a Reject Option
Interspeech 2019
Speech Quality Evaluation of Synthesized Japanese Speech Using EEG
Interspeech 2019
Speech Separation Using Independent Vector Analysis with an Amplitude Variable Gaussian Mixture Model
Interspeech 2019
Spelling-Aware Construction of Macaronic Texts for Teaching Foreign-Language Vocabulary
EMNLP 2019
SphereRE: Distinguishing Lexical Relations with Hyperspherical Relation Embeddings
ACL 2019
Spherical Regression: Learning Viewpoints, Surface Normals and 3D Rotations on N-Spheres
CVPR 2019
Spherical Text Embedding
NeurIPS 2019
Spider-Jerusalem at SemEval-2019 Task 4: Hyperpartisan News Detection
SemEval 2019
SPINE: Structural Identity Preserved Inductive Network Embedding
IJCAI 2019
SPIRE-fluent: A Self-Learning App for Tutoring Oral Fluency to Second Language English Learners
Interspeech 2019
Splash: Speech and Language Assessment in Schools and Homes
Interspeech 2019
SPLINE-Net: Sparse Photometric Stereo Through Lighting Interpolation and Normal Estimation Networks
ICCV 2019
Split or Merge: Which is Better for Unsupervised RST Parsing?
EMNLP 2019
SPM-Tracker: Series-Parallel Matching for Real-Time Visual Object Tracking
CVPR 2019
Spoken Language Intent Detection Using Confusion2Vec
Interspeech 2019
SPONGE: A generalized eigenproblem for clustering signed networks
AISTATS 2019