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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)

MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations Interspeech 2023 MuG: A Multimodal Classification Benchmark on Game Data with Tabular, Textual, and Visual Fields EMNLP 2023 MulGT: Multi-Task Graph-Transformer with Task-Aware Knowledge Injection and Domain Knowledge-Driven Pooling for Whole Slide Image Analysis AAAI 2023 MuLMS-AZ: An Argumentative Zoning Dataset for the Materials Science Domain ACL 2023 Multi2Claim: Generating Scientific Claims from Multi-Choice Questions for Scientific Fact-Checking EACL 2023 Multi-Agent Intention Recognition and Progression IJCAI 2023 Multicalibration as Boosting for Regression ICML 2023 Multi-Centroid Task Descriptor for Dynamic Class Incremental Inference CVPR 2023 Multi-channel separation of dynamic speech and sound events Interspeech 2023 Multiclass Boosting: Simple and Intuitive Weak Learning Criteria NeurIPS 2023 Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data? Interspeech 2023 Multi-class Graph Clustering via Approximated Effective p-Resistance ICML 2023 Multiclass Online Learning and Uniform Convergence COLT 2023 Multi-CLS BERT: An Efficient Alternative to Traditional Ensembling ACL 2023 Multi-Dialectal Representation Learning of Sinitic Phonology ACL 2023 Multi-doc Hybrid Summarization via Salient Representation Learning ACL 2023 MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations ACL 2023 Multifactor Sequential Disentanglement via Structured Koopman Autoencoders ICLR 2023 Multi-Fidelity Covariance Estimation in the Log-Euclidean Geometry ICML 2023 MultiFin: A Dataset for Multilingual Financial NLP EACL 2023 Multi-Frequency Representation Enhancement with Privilege Information for Video Super-Resolution ICCV 2023 Multi-grained Temporal Prototype Learning for Few-shot Video Object Segmentation ICCV 2023 Multi-Granularity Archaeological Dating of Chinese Bronze Dings Based on a Knowledge-Guided Relation Graph CVPR 2023 Multi-Label Compound Expression Recognition: C-EXPR Database & Network CVPR 2023 Multi-Label Few-Shot ICD Coding as Autoregressive Generation with Prompt AAAI 2023