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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)

SupCL-Seq: Supervised Contrastive Learning for Downstream Optimized Sequence Representations EMNLP 2021 Supercharging Imbalanced Data Learning With Energy-based Contrastive Representation Transfer NeurIPS 2021 Superpoint Network for Point Cloud Oversegmentation ICCV 2021 Super Resolve Dynamic Scene From Continuous Spike Streams ICCV 2021 SuPEr-SAM: Using the Supervision Signal From a Pose Estimator to Train a Spatial Attention Module for Personal Protective Equipment Recognition WACV 2021 Supertagging-based Parsing with Linear Context-free Rewriting Systems NAACL 2021 Supervised Neural Clustering via Latent Structured Output Learning: Application to Question Intents NAACL 2021 Supervised Training of Dense Object Nets using Optimal Descriptors for Industrial Robotic Applications AAAI 2021 Supervised Tree-Wasserstein Distance ICML 2021 Supporting Clustering with Contrastive Learning NAACL 2021 Supporting Complaints Investigation for Nursing and Midwifery Regulatory Agencies ACL 2021 Supporting Spanish Writers using Automated Feedback NAACL 2021 SupportNet: Neural Networks for Summary Generation and Key Segment Extraction from Technical Support Tickets ACL 2021 Support Recovery of Sparse Signals from a Mixture of Linear Measurements NeurIPS 2021 Support vector machines and linear regression coincide with very high-dimensional features NeurIPS 2021 Surface Form Competition: Why the Highest Probability Answer Isn’t Always Right EMNLP 2021 Surprisal Estimators for Human Reading Times Need Character Models ACL 2021 Surrogate Gradient Field for Latent Space Manipulation CVPR 2021 SWEAT: Scoring Polarization of Topics across Different Corpora EMNLP 2021 Switchable K-Class Hyperplanes for Noise-Robust Representation Learning ICCV 2021 Swords: A Benchmark for Lexical Substitution with Improved Data Coverage and Quality NAACL 2021 SyMetric: Measuring the Quality of Learnt Hamiltonian Dynamics Inferred from Vision NeurIPS 2021 Symmetric Spaces for Graph Embeddings: A Finsler-Riemannian Approach ICML 2021 Symmetric Wasserstein autoencoders UAI 2021 Synchronous Interactive Decoding for Multilingual Neural Machine Translation AAAI 2021