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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
'10
'15
'20
'25

Papers (including subtopics)

Identifying Emerging Concepts in Large Corpora NAACL 2025 Identifying latent state transitions in non-linear dynamical systems ICLR 2025 Identifying Predictions That Influence the Future: Detecting Performative Concept Drift in Data Streams AAAI 2025 Identifying Pre-training Data in LLMs: A Neuron Activation-Based Detection Framework EMNLP 2025 Identifying Query-Relevant Neurons in Large Language Models for Long-Form Texts AAAI 2025 Identifying Rare Languages in Common Crawl Data is a Needles-in-a-Haystack Problem EMNLP 2025 Identity-Text Video Corpus Grounding AAAI 2025 ID-GMLM: Intelligent Decision-Making with Integrated Graph Models and Large Language Models AAAI 2025 Idiosyncrasies in Large Language Models ICML 2025 IDOL: Instant Photorealistic 3D Human Creation from a Single Image CVPR 2025 ID-RemovalNet: Identity Removal Network for EEG Privacy Protection with Enhancing Decoding Tasks IJCAI 2025 IDseq: Decoupled and Sequentially Detecting and Grounding Multi-Modal Media Manipulation AAAI 2025 IEGPS-CSIC at SemEval-2025 Task 11: BERT-based approach for Multi-label Emotion Detection in English and Russian texts SemEval 2025 IFORMER: INTEGRATING CONVNET AND TRANSFORMER FOR MOBILE APPLICATION ICLR 2025 IGL-Bench: Establishing the Comprehensive Benchmark for Imbalanced Graph Learning ICLR 2025 iKnow-audio: Integrating Knowledge Graphs with Audio-Language Models EMNLP 2025 Illumination Spectrum Estimation for Multispectral Images via Surface Reflectance Modeling and Spatial-Spectral Feature Generation CVPR 2025 ILLUSION: Unveiling Truth with a Comprehensive Multi-Modal, Multi-Lingual Deepfake Dataset ICLR 2025 iLostTheCode at SemEval-2025 Task 10: Bottom-up Multilevel Classification of Narrative Taxonomies SemEval 2025 Image and Video Tokenization with Binary Spherical Quantization ICLR 2025 Image-Enhanced Hybrid Encoding with Reinforced Contrastive Learning for Spatial Domain Identification in Spatial Transcriptomics IJCAI 2025 ImageGem: In-the-wild Generative Image Interaction Dataset for Generative Model Personalization ICCV 2025 Image-Level Regression for Uncertainty-Aware Retinal Image Segmentation WACV 2025 Image Over Text: Transforming Formula Recognition Evaluation with Character Detection Matching CVPR 2025 Image Quality Assessment: Investigating Causal Perceptual Effects with Abductive Counterfactual Inference CVPR 2025