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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)

Multi-Label Knowledge Distillation ICCV 2023 Multi-Label Self-Supervised Learning with Scene Images ICCV 2023 Multilateral Semantic Relations Modeling for Image Text Retrieval CVPR 2023 Multi-lect automatic detection of Swadesh list items from raw corpus data in East Slavic languages EMNLP 2023 Multilevel CNNs for Parametric PDEs JMLR 2023 Multi-Level Confidence Learning for Trustworthy Multimodal Classification AAAI 2023 Multi-level Graph Contrastive Prototypical Clustering IJCAI 2023 Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text ACL 2023 Multilingual Conceptual Coverage in Text-to-Image Models ACL 2023 Multilingual Content Moderation: A Case Study on Reddit EACL 2023 Multi-Lingual ESG Impact Type Identification AACL 2023 Multilingual Multifaceted Understanding of Online News in Terms of Genre, Framing, and Persuasion Techniques ACL 2023 Multilingual Pixel Representations for Translation and Effective Cross-lingual Transfer EMNLP 2023 Multilingual Representation Distillation with Contrastive Learning EACL 2023 Multimodal Assessment of Bulbar Amyotrophic Lateral Sclerosis (ALS) Using a Novel Remote Speech Assessment App Interspeech 2023 Multimodal Deep Learning Model Unveils Behavioral Dynamics of V1 Activity in Freely Moving Mice NeurIPS 2023 Multi-modal differentiable unsupervised feature selection UAI 2023 Multi-Modal Gait Recognition via Effective Spatial-Temporal Feature Fusion CVPR 2023 Multimodal Image-Text Matching Improves Retrieval-based Chest X-Ray Report Generation MIDL 2023 Multi-Modality Deep Network for Extreme Learned Image Compression AAAI 2023 Multi-Modal Knowledge Hypergraph for Diverse Image Retrieval AAAI 2023 Multi-Modal Learning With Missing Modality via Shared-Specific Feature Modelling CVPR 2023 Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency for Survival Prediction ICCV 2023 Multimodal Personality Traits Assessment (MuPTA) Corpus: The Impact of Spontaneous and Read Speech Interspeech 2023 Multi-Modal Protein Knowledge Graph Construction and Applications (Student Abstract) AAAI 2023