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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)

Signed Laplacian Graph Neural Networks AAAI 2023 SimCKP: Simple Contrastive Learning of Keyphrase Representations EMNLP 2023 SimCSE++: Improving Contrastive Learning for Sentence Embeddings from Two Perspectives EMNLP 2023 SimFair: A Unified Framework for Fairness-Aware Multi-Label Classification AAAI 2023 SimFIR: A Simple Framework for Fisheye Image Rectification with Self-supervised Representation Learning ICCV 2023 SiMFy: A Simple Yet Effective Approach for Temporal Knowledge Graph Reasoning EMNLP 2023 Similarity-Based Content Scoring - A more Classroom-Suitable Alternative to Instance-Based Scoring? ACL 2023 Similarity Contrastive Estimation for Self-Supervised Soft Contrastive Learning WACV 2023 Similarity Distribution Based Membership Inference Attack on Person Re-identification AAAI 2023 Similarity Metric Learning for RGB-Infrared Group Re-Identification CVPR 2023 SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval ACL 2023 SimMatchV2: Semi-Supervised Learning with Graph Consistency ICCV 2023 SimPer: Simple Self-Supervised Learning of Periodic Targets ICLR 2023 Simple and Efficient Confidence Score for Grading Whole Slide Images MIDL 2023 Simple and Efficient Heterogeneous Graph Neural Network AAAI 2023 Simple and Fast Group Robustness by Automatic Feature Reweighting ICML 2023 Simple Disentanglement of Style and Content in Visual Representations ICML 2023 Simple Hardware-Efficient Long Convolutions for Sequence Modeling ICML 2023 simpleKT: A Simple But Tough-to-Beat Baseline for Knowledge Tracing ICLR 2023 SimpleNet: A Simple Network for Image Anomaly Detection and Localization CVPR 2023 Simpler neural networks prefer subregular languages EMNLP 2023 Simple, Scalable and Effective Clustering via One-Dimensional Projections NeurIPS 2023 Simple Transferability Estimation for Regression Tasks UAI 2023 Simplex Random Features ICML 2023 Simplicial Embeddings in Self-Supervised Learning and Downstream Classification ICLR 2023