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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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'25

Papers (including subtopics)

Scaling Laws in Patchification: An Image Is Worth 50,176 Tokens And More ICML 2025 Scaling Omni-modal Pretraining with Multimodal Context: Advancing Universal Representation Learning Across Modalities ICCV 2025 Scaling ResNets in the Large-depth Regime JMLR 2025 Scaling Sparse Feature Circuits For Studying In-Context Learning ICML 2025 Scaling Up Temporal Domain Generalization via Temporal Experts Averaging EMNLP 2025 Scaling up the Banded Matrix Factorization Mechanism for Large Scale Differentially Private ML ICLR 2025 Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation ICML 2025 ScamNet: Toward Explainable Large Language Model-Based Fraudulent Shopping Website Detection AAAI 2025 ScanEZ: Integrating Cognitive Models with Self-Supervised Learning for Spatiotemporal Scanpath Prediction ACL 2025 SCCD: A Session-based Dataset for Chinese Cyberbullying Detection COLING 2025 SCCS: Deep Neural Spectral Clustering for Self-Supervised Subcellular Structure Segmentation AAAI 2025 SCDTour: Embedding Axis Ordering and Merging for Interpretable Semantic Change Detection EMNLP 2025 ScEdit: Script-based Assessment of Knowledge Editing ACL 2025 Scendi Score: Prompt-Aware Diversity Evaluation via Schur Complement of CLIP Embeddings ICCV 2025 Scene-agnostic Pose Regression for Visual Localization CVPR 2025 Scene-Aware Urban Design: A Human–AI Recommendation Framework Using Co-Occurrence Embeddings and Vision-Language Models NeurIPS 2025 SCFlow: Implicitly Learning Style and Content Disentanglement with Flow Models ICCV 2025 Schur's Positive-Definite Network: Deep Learning in the SPD cone with structure ICLR 2025 sciLaMA: A Single-Cell Representation Learning Framework to Leverage Prior Knowledge from Large Language Models ICML 2025 Sci-LoRA: Mixture of Scientific LoRAs for Cross-Domain Lay Paraphrasing ACL 2025 SCISSOR: Mitigating Semantic Bias through Cluster-Aware Siamese Networks for Robust Classification ICML 2025 scMBERT: A Pre-Trained Deep Learning Model for Single-Cell Multiomic Data Representation and Prediction (Student Abstract) AAAI 2025 SCNNs: Spike-based Coupling Neural Networks for Understanding Structural-Functional Relationships in the Human Brain IJCAI 2025 Score-based Causal Representation Learning: Linear and General Transformations JMLR 2025 ScoreNet: Consistency-driven Framework with Multi-side Information Fusion for Session-based Recommendation AAAI 2025