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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)

Hybrid Message Passing With Performance-Driven Structures for Facial Action Unit Detection CVPR 2021 Hybrid-order Stochastic Block Model AAAI 2021 Hybrid Predictive Models: When an Interpretable Model Collaborates with a Black-box Model JMLR 2021 Hybrid Summarization with Semantic Weighting Reward and Latent Structure Detector ACML 2021 HyDRA: Hypergradient Data Relevance Analysis for Interpreting Deep Neural Networks AAAI 2021 Hyperbolic Busemann Learning with Ideal Prototypes NeurIPS 2021 Hyperbolic Geometry is Not Necessary: Lightweight Euclidean-Based Models for Low-Dimensional Knowledge Graph Embeddings EMNLP 2021 Hyperbolic graph embedding with enhanced semi-implicit variational inference. AISTATS 2021 Hyperbolic Neural Networks++ ICLR 2021 Hyperbolic Variational Graph Neural Network for Modeling Dynamic Graphs AAAI 2021 Hyperdimensional Computing as a Framework for Systematic Aggregation of Image Descriptors CVPR 2021 HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning EMNLP 2021 HyperHyperNetwork for the Design of Antenna Arrays ICML 2021 Hyperparameter-free Continuous Learning for Domain Classification in Natural Language Understanding NAACL 2021 Hypers@DravidianLangTech-EACL2021: Offensive language identification in Dravidian code-mixed YouTube Comments and Posts EACL 2021 Hyperspectral Band Selection via Spatial-Spectral Weighted Region-wise Multiple Graph Fusion-Based Spectral Clustering IJCAI 2021 HypoGen: Hyperbole Generation with Commonsense and Counterfactual Knowledge EMNLP 2021 I3Net: Implicit Instance-Invariant Network for Adapting One-Stage Object Detectors CVPR 2021 IAPUCP at SemEval-2021 Task 1: Stacking Fine-Tuned Transformers is Almost All You Need for Lexical Complexity Prediction SemEval 2021 IB-GAN: Disentangled Representation Learning with Information Bottleneck Generative Adversarial Networks AAAI 2021 IBM MNLP IE at CASE 2021 Task 1: Multigranular and Multilingual Event Detection on Protest News ACL 2021 ICE: Inter-Instance Contrastive Encoding for Unsupervised Person Re-Identification ICCV 2021 IceSum: An Icelandic Text Summarization Corpus NAACL 2021 ICL’s Submission to the WMT21 Critical Error Detection Shared Task EMNLP 2021 ICON: Learning Regular Maps Through Inverse Consistency ICCV 2021