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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)

Variance-Reducing Couplings for Random Features ICLR 2025 Variational Graph Auto-Encoder Driven Graph Enhancement for Sequential Recommendation IJCAI 2025 Variational Inference on the Boolean Hypercube with the Quantum Entropy AISTATS 2025 Variational Multi-Modal Hypergraph Attention Network for Multi-Modal Relation Extraction IJCAI 2025 VCSearch: Bridging the Gap Between Well-Defined and Ill-Defined Problems in Mathematical Reasoning EMNLP 2025 VCT: Training Consistency Models with Variational Noise Coupling ICML 2025 Vecchia Gaussian Process Ensembles on Internal Representations of Deep Neural Networks AISTATS 2025 Vector Grimoire: Codebook-based Shape Generation under Raster Image Supervision ICML 2025 VenusFactory: An Integrated System for Protein Engineering with Data Retrieval and Language Model Fine-Tuning ACL 2025 Verbalized Representation Learning for Interpretable Few-Shot Generalization ICCV 2025 VerbaNexAI at SemEval-2025 Task 11 Track A: A RoBERTa-Based Approach for the Classification of Emotions in Text SemEval 2025 VerbaNexAI at SemEval-2025 Task 9: Advances and Challenges in the Automatic Detection of Food Hazards SemEval 2025 VeReaFine: Iterative Verification Reasoning Refinement RAG for Hallucination-Resistant on Open-Ended Clinical QA ACL 2025 Verifying Quantized Graph Neural Networks is PSPACE-complete IJCAI 2025 VersaPRM: Multi-Domain Process Reward Model via Synthetic Reasoning Data ICML 2025 VFlowOpt: A Token Pruning Framework for LMMs with Visual Information Flow-Guided Optimization ICCV 2025 ViCaS: A Dataset for Combining Holistic and Pixel-level Video Understanding using Captions with Grounded Segmentation CVPR 2025 Vid2Avatar-Pro: Authentic Avatar from Videos in the Wild via Universal Prior CVPR 2025 Video2BEV: Transforming Drone Videos to BEVs for Video-based Geo-localization ICCV 2025 VideoAuteur: Towards Long Narrative Video Generation ICCV 2025 Video-ColBERT: Contextualized Late Interaction for Text-to-Video Retrieval CVPR 2025 VideoGLaMM : A Large Multimodal Model for Pixel-Level Visual Grounding in Videos CVPR 2025 Video Individual Counting for Moving Drones ICCV 2025 VideoRoPE: What Makes for Good Video Rotary Position Embedding? ICML 2025 VideoWorld: Exploring Knowledge Learning from Unlabeled Videos CVPR 2025