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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)

Student Knowledge Prediction for Teacher-Student Interaction AAAI 2021 Student-Teacher Learning From Clean Inputs to Noisy Inputs CVPR 2021 Study of Manifestation of Civil Unrest on Twitter EMNLP 2021 Style-Aware Normalized Loss for Improving Arbitrary Style Transfer CVPR 2021 Style is NOT a single variable: Case Studies for Cross-Stylistic Language Understanding ACL 2021 StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval CVPR 2021 STYLER: Style Factor Modeling with Rapidity and Robustness via Speech Decomposition for Expressive and Controllable Neural Text to Speech Interspeech 2021 StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation CVPR 2021 Style-transfer and Paraphrase: Looking for a Sensible Semantic Similarity Metric AAAI 2021 Style Transfer by Rigid Alignment in Neural Net Feature Space WACV 2021 Stylistic approaches to predicting Reddit popularity in diglossia ACL 2021 Stylometric Literariness Classification: the Case of Stephen King EMNLP 2021 Subgraph Federated Learning with Missing Neighbor Generation NeurIPS 2021 Submodular combinatorial information measures with applications in machine learning ALT 2021 Submodular Span, with Applications to Conditional Data Summarization AAAI 2021 Sub-Seasonal Climate Forecasting via Machine Learning: Challenges, Analysis, and Advances AAAI 2021 Subset-of-data variational inference for deep Gaussian-processes regression UAI 2021 Subspace Clustering through Sub-Clusters JMLR 2021 Subspace Embeddings under Nonlinear Transformations ALT 2021 Subsurface Pipes Detection Using DNN-Based Back Projection on GPR Data WACV 2021 SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning NeurIPS 2021 Subword Pooling Makes a Difference EACL 2021 Suicide Risk Prediction by Tracking Self-Harm Aspects in Tweets: NUS-IDS at the CLPsych 2021 Shared Task NAACL 2021 Summarize and Search: Learning Consensus-Aware Dynamic Convolution for Co-Saliency Detection ICCV 2021 Summary-Source Proposition-level Alignment: Task, Datasets and Supervised Baseline CoNLL 2021