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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
51
357
966
4,853
5,823
2000
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Papers (including subtopics)

SPSTracker: Sub-Peak Suppression of Response Map for Robust Object Tracking AAAI 2020 Squeeze for Sneeze: Compact Neural Networks for Cold and Flu Recognition Interspeech 2020 s-SBIR: Style Augmented Sketch based Image Retrieval WACV 2020 Ssn_nlp at SemEval 2020 Task 12: Offense Target Identification in Social Media Using Traditional and Deep Machine Learning Approaches SemEval 2020 SSN_NLP at SemEval-2020 Task 7: Detecting Funniness Level Using Traditional Learning with Sentence Embeddings SemEval 2020 SSN_NLP_MLRG at SemEval-2020 Task 12: Offensive Language Identification in English, Danish, Greek Using BERT and Machine Learning Approach SemEval 2020 SST-BERT at SemEval-2020 Task 1: Semantic Shift Tracing by Clustering in BERT-based Embedding Spaces SemEval 2020 Stable Learning via Sample Reweighting AAAI 2020 Stable Prediction with Model Misspecification and Agnostic Distribution Shift AAAI 2020 Stable Regression: On the Power of Optimization over Randomization JMLR 2020 Stacked Adversarial Network for Zero-Shot Sketch based Image Retrieval WACV 2020 STANDER: An Expert-Annotated Dataset for News Stance Detection and Evidence Retrieval EMNLP 2020 State-Relabeling Adversarial Active Learning CVPR 2020 State Sequence Pooling Training of Acoustic Models for Keyword Spotting Interspeech 2020 Statistical and Computational Rates in Graph Logistic Regression AISTATS 2020 Statistical and Neural Network Based Speech Activity Detection in Non-Stationary Acoustic Environments Interspeech 2020 Statistical control for spatio-temporal MEG/EEG source imaging with desparsified mutli-task Lasso NeurIPS 2020 Statistical Deep Parsing for Spanish Using Neural Networks ACL 2020 Statistical guarantees for local graph clustering AISTATS 2020 Statistical Guarantees of Distributed Nearest Neighbor Classification NeurIPS 2020 Statistically Efficient Greedy Equivalence Search UAI 2020 Statistical Optimal Transport posed as Learning Kernel Embedding NeurIPS 2020 Steering Distortions to Preserve Classes and Neighbors in Supervised Dimensionality Reduction NeurIPS 2020 Steering Self-Supervised Feature Learning Beyond Local Pixel Statistics CVPR 2020 STEFANN: Scene Text Editor Using Font Adaptive Neural Network CVPR 2020