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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
'5
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'25

Papers (including subtopics)

Audio-Visual Semantic Graph Network for Audio-Visual Event Localization CVPR 2025 Augmenting Sequential Recommendation with Balanced Relevance and Diversity AAAI 2025 A Unified Comparative Study with Generalized Conformity Scores for Multi-Output Conformal Regression ICML 2025 A Unified Framework for Forward and Inverse Problems in Subsurface Imaging using Latent Space Translations ICLR 2025 A Unified Framework for Human-Allied Learning of Probabilistic Circuits AAAI 2025 A Unified Framework to BRIDGE Complete and Incomplete Deep Multi-View Clustering under Non-IID Missing Patterns ICCV 2025 A Unified Interpretation of Training-Time Out-of-Distribution Detection ICCV 2025 A Unified Loss for Handling Inter-Class and Intra-Class Imbalance in Medical Image Segmentation AAAI 2025 A Unified Supervised and Unsupervised Dialogue Topic Segmentation Framework Based on Utterance Pair Modeling NAACL 2025 AUTALIC: A Dataset for Anti-AUTistic Ableist Language In Context ACL 2025 AutoChunker: Structured Text Chunking and its Evaluation ACL 2025 AutoCT: Automating Interpretable Clinical Trial Prediction with LLM Agents EMNLP 2025 AutoCVSS: Assessing the Performance of LLMs for Automated Software Vulnerability Scoring EMNLP 2025 Autoencoder-Based Hybrid Replay for Class-Incremental Learning ICML 2025 Autoencoders in Function Space JMLR 2025 Auto Encoding Neural Process for Multi-interest Recommendation AAAI 2025 AutoFEA: Enhancing AI Copilot by Integrating Finite Element Analysis Using Large Language Models with Graph Neural Networks AAAI 2025 AutoG: Towards automatic graph construction from tabular data ICLR 2025 Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models ACL 2025 Automated Coding of Counsellor and Client Behaviours in Motivational Interviewing Transcripts: Validation and Application AACL 2025 Automated Collection of Evaluation Dataset for Semantic Search in Low-Resource Domain Language COLING 2025 Automated Detection of Pre-training Text in Black-box LLMs IJCAI 2025 Automated Detection of Tropes In Short Texts COLING 2025 Automated Scoring of a German Written Elicited Imitation Test ACL 2025 Automated Superscalar Processor Design by Learning Data Dependencies IJCAI 2025