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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)

SCOT: Self-Supervised Contrastive Pretraining for Zero-Shot Compositional Retrieval WACV 2025 Script-Agnosticism and its Impact on Language Identification for Dravidian Languages NAACL 2025 scSiameseClu: A Siamese Clustering Framework for Interpreting Single-cell RNA Sequencing Data IJCAI 2025 Sculpting Memory: Multi-Concept Forgetting in Diffusion Models via Dynamic Mask and Concept-Aware Optimization ICCV 2025 SCV: Light and Effective Multi-Vector Retrieval with Sequence Compressive Vectors COLING 2025 SDAS: Semantic Data Acquisition System for Minimizing Redundancy and Maximizing Diversity AAAI 2025 SDE Matching: Scalable and Simulation-Free Training of Latent Stochastic Differential Equations ICML 2025 SEAL: Scaling to Emphasize Attention for Long-Context Retrieval ACL 2025 SEAL: Semantic Attention Learning for Long Video Representation CVPR 2025 SEAL: Structure and Element Aware Learning Improves Long Structured Document Retrieval EMNLP 2025 Searching for Unfairness in Algorithms’ Outputs: Novel Tests and Insights AAAI 2025 Search-o1: Agentic Search-Enhanced Large Reasoning Models EMNLP 2025 Search Query Embeddings via User-behavior-driven Contrastive Learning NAACL 2025 SECodec: Structural Entropy-based Compressive Speech Representation Codec for Speech Language Models AAAI 2025 SECOND: Mitigating Perceptual Hallucination in Vision-Language Models via Selective and Contrastive Decoding ICML 2025 Secret Lies in Color: Enhancing AI-Generated Images Detection with Color Distribution Analysis CVPR 2025 Securing Public Cloud Networks with Efficient Role-based Micro-Segmentation NSDI 2025 Seeing Beyond Noise: Joint Graph Structure Evaluation and Denoising for Multimodal Recommendation AAAI 2025 Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding ICCV 2025 Seeing the Unseen: Composing Outliers for Compositional Zero-Shot Learning IJCAI 2025 Seeing Through the Mask: AI-Generated Text Detection with Similarity-Guided Graph Reasoning IJCNLP 2025 Seeing Through Words, Speaking Through Pixels: Deep Representational Alignment Between Vision and Language Models EMNLP 2025 Seeing What Matters: Empowering CLIP with Patch Generation-to-Selection CVPR 2025 Seeing What Tastes Good: Revisiting Multimodal Distributional Semantics in the Billion Parameter Era ACL 2025 Seeking Proxy Point via Stable Feature Space for Noisy Correspondence Learning IJCAI 2025