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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)

TensorTalk@DravidianLangTech 2025: Sentiment Analysis in Tamil and Tulu using Logistic Regression and SVM NAACL 2025 TeRDy: Temporal Relation Dynamics through Frequency Decomposition for Temporal Knowledge Graph Completion ACL 2025 Tesla at GenAI Detection Task 2: Fast and Scalable Method for Detection of Academic Essay Authenticity COLING 2025 Testing Conditional Independence with Deep Neural Network Based Binary Expansion Testing (DeepBET) AISTATS 2025 Testing Humor Theory Using Word and Sentence Embeddings COLING 2025 TESTN: A Triad-Enhanced Spatio-Temporal Network for Multi-Temporal POI Relationship Inference IJCAI 2025 Test-time Adaptation for Cross-modal Retrieval with Query Shift ICLR 2025 Test-time Augmentation Improves Efficiency in Conformal Prediction CVPR 2025 Test-Time Ensemble via Linear Mode Connectivity: A Path to Better Adaptation ICLR 2025 Test-Time Steering for Lossless Text Compression via Weighted Product of Experts EMNLP 2025 Tethering Broken Themes: Aligning Neural Topic Models with Labels and Authors NAACL 2025 Textagon: Boosting Language Models with Theory-guided Parallel Representations ACL 2025 Text Anomaly Detection with Simplified Isolation Kernel EMNLP 2025 Text-Attributed Graph Learning with Coupled Augmentations COLING 2025 TEXT-CAKE: Challenging Language Models on Local Text Coherence COLING 2025 Text is All You Need: LLM-enhanced Incremental Social Event Detection ACL 2025 TextMaster: A Unified Framework for Realistic Text Editing via Glyph-Style Dual-Control ICCV 2025 Text Meets Topology: Rethinking Out-of-distribution Detection in Text-Rich Networks EMNLP 2025 Text Proxy: Decomposing Retrieval from a 1-to-N Relationship into N 1-to-1 Relationships for Text-Video Retrieval AAAI 2025 Text-to-Any-Skeleton Motion Generation Without Retargeting ICCV 2025 Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models ICML 2025 Textural or Textual: How Vision-Language Models Read Text in Images ICML 2025 TFCustom: Customized Image Generation with Time-Aware Frequency Feature Guidance CVPR 2025 TGFormer: Transformer with Track Query Group for Multi-Object Tracking AAAI 2025 The ‘aftermath’ of compounds: Investigating Compounds and their Semantic Representations IJCNLP 2025