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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)

Model Uncertainty Guides Visual Object Tracking AAAI 2021 Modular Graph Transformer Networks for Multi-Label Image Classification AAAI 2021 Modular Networks for Compositional Instruction Following NAACL 2021 Modulated Graph Convolutional Network for 3D Human Pose Estimation ICCV 2021 MolGrow: A Graph Normalizing Flow for Hierarchical Molecular Generation AAAI 2021 Moment Multicalibration for Uncertainty Estimation COLT 2021 Monitoring geometrical properties of word embeddings for detecting the emergence of new topics. EMNLP 2021 Monolingual and Cross-Lingual Acceptability Judgments with the Italian CoLA corpus EMNLP 2021 Monolingual Word Sense Alignment as a Classification Problem EACL 2021 Monotonic Kronecker-Factored Lattice ICLR 2021 More Identifiable yet Equally Performant Transformers for Text Classification ACL 2021 More Powerful and General Selective Inference for Stepwise Feature Selection using Homotopy Method ICML 2021 Morph Call: Probing Morphosyntactic Content of Multilingual Transformers NAACL 2021 Morphological Segmentation for Seneca NAACL 2021 MorphyNet: a Large Multilingual Database of Derivational and Inflectional Morphology ACL 2021 Moses and the Character-Based Random Babbling Baseline: CoAStaL at AmericasNLP 2021 Shared Task NAACL 2021 MOS: Towards Scaling Out-of-Distribution Detection for Large Semantic Space CVPR 2021 Motif-based Graph Self-Supervised Learning for Molecular Property Prediction NeurIPS 2021 MOTIF-Driven Contrastive Learning of Graph Representations AAAI 2021 Movie Summarization via Sparse Graph Construction AAAI 2021 MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding ACL 2021 MR Image Super-Resolution With Squeeze and Excitation Reasoning Attention Network CVPR 2021 Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval EMNLP 2021 MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion Prediction ICCV 2021 MST: Masked Self-Supervised Transformer for Visual Representation NeurIPS 2021