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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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Papers (including subtopics)

Distribution-Consistency-Guided Multi-modal Hashing AAAI 2025 Distribution-Driven Dense Retrieval: Modeling Many-to-One Query-Document Relationship AAAI 2025 Distribution-Free Data Uncertainty for Neural Network Regression ICLR 2025 Distribution Free Tests for Model Selection Based on Maximum Mean Discrepancy with Estimated Parameters JMLR 2025 Distribution Prompting: Understanding the Expressivity of Language Models Through the Next-Token Distributions They Can Produce EMNLP 2025 Distribution-Specific Agnostic Conditional Classification With Halfspaces ICLR 2025 Dive into Aerial Remote Sensing Underwater Depth Estimation with Hyperspectral Imagery AAAI 2025 Diverging Preferences: When do Annotators Disagree and do Models Know? ICML 2025 DiverseFlow: Sample-Efficient Diverse Mode Coverage in Flows CVPR 2025 Diverse Rare Sample Generation with Pretrained GANs AAAI 2025 Diversifying Query: Region-Guided Transformer for Temporal Sentence Grounding AAAI 2025 DivGCL: A Graph Contrastive Learning Model for Diverse Recommendation AAAI 2025 Divide and Conquer: Coordinating Multiplex Mixture of Graph Learners to Handle Multi-Omics Analysis IJCAI 2025 Divide, Link, and Conquer: Recall-oriented Schema Linking for NL-to-SQL via Question Decomposition EMNLP 2025 Divot: Diffusion Powers Video Tokenizer for Comprehension and Generation CVPR 2025 DLEFT-MKC: Dynamic Late Fusion Multiple Kernel Clustering with Robust Tensor Learning via Min-Max Optimization ICLR 2025 DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis AAAI 2025 DLIR: Spherical Adaptation for Cross-Lingual Knowledge Transfer of Sociological Concepts Alignment EMNLP 2025 DLSU at BEA 2025 Shared Task: Towards Establishing Baseline Models for Pedagogical Response Evaluation Tasks ACL 2025 DMRN: A Dynamical Multi-Order Response Network for the Robust Lung Airway Segmentation WACV 2025 DnDScore: Decontextualization and Decomposition for Factuality Verification in Long-Form Text Generation EMNLP 2025 Do BERT-Like Bidirectional Models Still Perform Better on Text Classification in the Era of LLMs? EMNLP 2025 DocFusion: A Unified Framework for Document Parsing Tasks ACL 2025 DocMMIR: A Framework for Document Multi-modal Information Retrieval EMNLP 2025 Do Code Semantics Help? A Comprehensive Study on Execution Trace-Based Information for Code Large Language Models EMNLP 2025