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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)

SMM4H’24 Task6 : Extracting Self-Reported Age with LLM and BERTweet: Fine-Grained Approaches for Social Media Text ACL 2024 Smoke and Mirrors in Causal Downstream Tasks NeurIPS 2024 S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search NeurIPS 2024 Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models CVPR 2024 Smooth ECE: Principled Reliability Diagrams via Kernel Smoothing ICLR 2024 Smoothed Analysis for Learning Concepts with Low Intrinsic Dimension COLT 2024 Smoothed Online Classification can be Harder than Batch Classification NeurIPS 2024 Smooth Lower Bounds for Differentially Private Algorithms via Padding-and-Permuting Fingerprinting Codes COLT 2024 Smooth Min-Max Monotonic Networks ICML 2024 SMR: State Memory Replay for Long Sequence Modeling ACL 2024 SnapKV: LLM Knows What You are Looking for Before Generation NeurIPS 2024 Snarci at SemEval-2024 Task 4: Themis Model for Binary Classification of Memes SemEval 2024 Snuffy: Efficient Whole Slide Image Classifier ECCV 2024 SocialCircle: Learning the Angle-based Social Interaction Representation for Pedestrian Trajectory Prediction CVPR 2024 Social Media Fake News Classification Using Machine Learning Algorithm EACL 2024 Social Media Hate and Offensive Speech Detection Using Machine Learning method EACL 2024 Social Meme-ing: Measuring Linguistic Variation in Memes NAACL 2024 Social Orientation: A New Feature for Dialogue Analysis COLING 2024 Sociocultural Considerations in Monitoring Anti-LGBTQ+ Content on Social Media ACL 2024 SocioDojo: Building Lifelong Analytical Agents with Real-world Text and Time Series ICLR 2024 SODA: Bottleneck Diffusion Models for Representation Learning CVPR 2024 Soft ascent-descent as a stable and flexible alternative to flooding NeurIPS 2024 SoftCLIP: Softer Cross-Modal Alignment Makes CLIP Stronger AAAI 2024 Soft-constrained Schrödinger Bridge: a Stochastic Control Approach AISTATS 2024 Soft Contrastive Learning for Time Series ICLR 2024