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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)

Multimodal Autoregressive Pre-training of Large Vision Encoders CVPR 2025 Multimodal Cancer Survival Analysis via Hypergraph Learning with Cross-Modality Rebalance IJCAI 2025 Multimodal Class-aware Semantic Enhancement Network for Audio-Visual Video Parsing AAAI 2025 Multi-modal Contrastive Learning with Negative Sampling Calibration for Phenotypic Drug Discovery CVPR 2025 Multi-Modal Entities Matter: Benchmarking Multi-Modal Entity Alignment COLING 2025 Multimodal Extraction and Recognition of Arabic Implicit Discourse Relations COLING 2025 Multimodal Fact-Checking with Vision Language Models: A Probing Classifier based Solution with Embedding Strategies COLING 2025 Multimodal Fine-Grained Apparent Personality Trait Recognition: Joint Modeling of Big Five and Questionnaire Item-level Scores AAAI 2025 Multi-Modal Hand-to-Mouth Gesture Recognition in Activity-Oriented RGB-Thermal Footage (Student Abstract) AAAI 2025 Multimodal Image Matching Based on Cross-Modality Completion Pre-training IJCAI 2025 Multimodal Invariant Sentiment Representation Learning ACL 2025 Multimodal Inverse Attention Network with Intrinsic Discriminant Feature Exploitation for Fake News Detection IJCAI 2025 Multimodal Language Models for Financial Forecasting from Interleaved Sequences of Text and Time Series IJCNLP 2025 Multimodal Language Models See Better When They Look Shallower EMNLP 2025 Multi-Modal Large Language Models are Effective Vision Learners WACV 2025 Multi-Modal Latent Variables for Cross-Individual Primary Visual Cortex Modeling and Analysis AAAI 2025 Multimodal Silent Recognition of Phonemes Using Radar and Optopalatographic Silent Speech Interfaces Interspeech 2025 Multimodal Speech-Based Biomarkers Outperform the ALS Functional Rating Scale in Predicting Individual Disease Progression in ALS Interspeech 2025 MultiMorph: On-demand Atlas Construction CVPR 2025 Multi-Perspective Consolidation Enhanced Cognitive Diagnosis via Conditional Diffusion Model AAAI 2025 Multiple Feature Refining Network for Visual Emotion Distribution Learning AAAI 2025 Multiple Instance Verification JMLR 2025 Multiple Object Tracking as ID Prediction CVPR 2025 Multiple Trade-offs: An Improved Approach for Lexicographic Linear Bandits AAAI 2025 Multiplex Graph Representation Learning with Homophily and Consistency AAAI 2025