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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)

Natural Language Inference Fine-tuning for Scientific Hallucination Detection ACL 2025 Natural Language Understanding of Devanagari Script Languages: Language Identification, Hate Speech and its Target Detection COLING 2025 NAVER: A Neuro-Symbolic Compositional Automaton for Visual Grounding with Explicit Logic Reasoning ICCV 2025 Navigating Conflicting Views: Harnessing Trust for Learning ICML 2025 Navigating Label Ambiguity for Facial Expression Recognition in the Wild AAAI 2025 Navigating Neural Space: Revisiting Concept Activation Vectors to Overcome Directional Divergence ICLR 2025 Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning ICML 2025 Navigating the Unseen: Zero-shot Scene Graph Generation via Capsule-Based Equivariant Features CVPR 2025 NAYEL@DravidianLangTech-2025: Character N-gram and Machine Learning Coordination for Fake News Detection in Dravidian Languages NAACL 2025 NCAP: Scene Text Image Super-Resolution with Non-CAtegorical Prior WACV 2025 NCL-AR at SemEval-2025 Task 7: A Sieve Filtering Approach to Refute the Misinformation within Harmful Social Media Posts SemEval 2025 N-CORE: N-View Consistency Regularization for Disentangled Representation Learning in Nonverbal Vocalizations EMNLP 2025 Nearly Optimal Sample Complexity for Learning with Label Proportions ICML 2025 NEAR: Neural Electromagnetic Array Response ICML 2025 Near Optimal Best Arm Identification for Clustered Bandits ICML 2025 Near-Optimal Sample Complexity in Reward-Free Kernel-based Reinforcement Learning AISTATS 2025 Near-Polynomially Competitive Active Logistic Regression AISTATS 2025 Necessary and Sufficient Oracles: Toward a Computational Taxonomy for Reinforcement Learning COLT 2025 neDIOM: Dataset and Analysis of Nepali Idioms COLING 2025 Needles & Haystacks: Dataset and Benchmark for Domain-Agnostic Image-Based Rigid Slice-to-Volume Registration WACV 2025 Negative Matters: Multi-Granularity Hard-Negative Synthesis and Anchor-Token-Aware Pooling for Enhanced Text Embeddings ACL 2025 Negative Metric Learning for Graphs IJCAI 2025 Neighborhood-Aware Negative Sampling for Student Knowledge and Behavior Modeling AAAI 2025 NeighborRetr: Balancing Hub Centrality in Cross-Modal Retrieval CVPR 2025 Neighbour-Driven Gaussian Process Variational Autoencoders for Scalable Structured Latent Modelling ICML 2025