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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)

Exploring the Trade-Offs: Quantization Methods, Task Difficulty, and Model Size in Large Language Models From Edge to Giant IJCAI 2025 Exploring Topological Properties in Artificial Neural Networks AAAI 2025 Exploring Transferable Homogenous Groups for Compositional Zero-Shot Learning IJCAI 2025 Exploring Unbiased Deepfake Detection via Token-Level Shuffling and Mixing AAAI 2025 Exploring Vacant Classes in Label-Skewed Federated Learning AAAI 2025 Exponential Family Graphical Models: Correlated Replicates and Unmeasured Confounders, with Applications to fMRI Data JMLR 2025 Exposure-slot: Exposure-centric Representations Learning with Slot-in-Slot Attention for Region-aware Exposure Correction CVPR 2025 Extendable and Iterative Structure Learning Strategy for Bayesian Networks ICLR 2025 Extended Abstract for “Linguistic Universals”: Emergent Shared Features in Independent Monolingual Language Models via Sparse Autoencoders EMNLP 2025 Extended LSTMs for Knowledge Tracing: Peeking Inside the Black Box (Student Abstract) AAAI 2025 Extending LLM Context Window with Adaptive Grouped Positional Encoding: A Training-Free Method ACL 2025 External Reliable Information-enhanced Multimodal Contrastive Learning for Fake News Detection AAAI 2025 ExtPose: Robust and Coherent Pose Estimation by Extending ViTs ICML 2025 Extracting Conceptual Spaces from LLMs Using Prototype Embeddings EMNLP 2025 Extracting Financial Causality through QA: Insights from FinCausal 2025 Spanish Subtask COLING 2025 Extracting PAC Decision Trees from Black Box Binary Classifiers: The Gender Bias Study Case on BERT-based Language Models AAAI 2025 Extractive Fact Decomposition for Interpretable Natural Language Inference in one Forward Pass EMNLP 2025 Extractive Structures Learned in Pretraining Enable Generalization on Finetuned Facts ICML 2025 Extremal graphical modeling with latent variables via convex optimization JMLR 2025 exUMI: Extensible Robot Teaching System with Action-aware Task-agnostic Tactile Representation CoRL 2025 FABRIC: Fully-Automated Broad Intent Categorization in E-commerce EMNLP 2025 Face Forgery Video Detection via Temporal Forgery Cue Unraveling CVPR 2025 FACT5: A Novel Benchmark and Pipeline for Nuanced Fact-Checking of Complex Statements ACL 2025 fact check AI at SemEval-2025 Task 7: Multilingual and Crosslingual Fact-checked Claim Retrieval SemEval 2025 FACTCHECKMATE: Preemptively Detecting and Mitigating Hallucinations in LMs EMNLP 2025