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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)

Situation-Specific Multimodal Feature Adaptation EACL 2021 Size-Invariant Graph Representations for Graph Classification Extrapolations ICML 2021 Sketch2Model: View-Aware 3D Modeling From Single Free-Hand Sketches CVPR 2021 SketchAA: Abstract Representation for Abstract Sketches ICCV 2021 Sketch based Memory for Neural Networks AISTATS 2021 SketchEmbedNet: Learning Novel Concepts by Imitating Drawings ICML 2021 Sketch Generation with Drawing Process Guided by Vector Flow and Grayscale AAAI 2021 Skills2Graph: Processing million Job Ads to face the Job Skill Mismatch Problem IJCAI 2021 Skills2Job: A Recommender System that Encodes Job Offer Embeddings on Graph Databases (Student Abstract) AAAI 2021 Skipping the Frame-Level: Event-Based Piano Transcription With Neural Semi-CRFs NeurIPS 2021 sklvq: Scikit Learning Vector Quantization JMLR 2021 SkoltechNLP at SemEval-2021 Task 5: Leveraging Sentence-level Pre-training for Toxic Span Detection SemEval 2021 SLADE: A Self-Training Framework for Distance Metric Learning CVPR 2021 SLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networks NeurIPS 2021 Sliced Mutual Information: A Scalable Measure of Statistical Dependence NeurIPS 2021 Slice-sampling based 3D Object Classification ACML 2021 slimIPL: Language-Model-Free Iterative Pseudo-Labeling Interspeech 2021 SLOE: A Faster Method for Statistical Inference in High-Dimensional Logistic Regression NeurIPS 2021 Slot Machines: Discovering Winning Combinations of Random Weights in Neural Networks ICML 2021 Slow Learning and Fast Inference: Efficient Graph Similarity Computation via Knowledge Distillation NeurIPS 2021 SMART: A Situation Model for Algebra Story Problems via Attributed Grammar AAAI 2021 Smooth Bilevel Programming for Sparse Regularization NeurIPS 2021 Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation CVPR 2021 SMURF: SeMantic and linguistic UndeRstanding Fusion for Caption Evaluation via Typicality Analysis ACL 2021 S-NLP at SemEval-2021 Task 5: An Analysis of Dual Networks for Sequence Tagging SemEval 2021