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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)

Machine Unlearning of Federated Clusters ICLR 2023 MADNet: Maximizing Addressee Deduction Expectation for Multi-Party Conversation Generation EMNLP 2023 MAGANet: Achieving Combinatorial Generalization by Modeling a Group Action ICML 2023 MA-GCL: Model Augmentation Tricks for Graph Contrastive Learning AAAI 2023 MAG-GNN: Reinforcement Learning Boosted Graph Neural Network NeurIPS 2023 Magnification Prior: A Self-Supervised Method for Learning Representations on Breast Cancer Histopathological Images WACV 2023 Make Every Example Count: On the Stability and Utility of Self-Influence for Learning from Noisy NLP Datasets EMNLP 2023 Making Vision Transformers Efficient From a Token Sparsification View CVPR 2023 MammalNet: A Large-Scale Video Benchmark for Mammal Recognition and Behavior Understanding CVPR 2023 ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning ACL 2023 Mandarin classifier systems optimize to accommodate communicative pressures EMNLP 2023 Manifold-Preserving Transformers are Effective for Short-Long Range Encoding EMNLP 2023 Manipulate by Seeing: Creating Manipulation Controllers from Pre-Trained Representations ICCV 2023 „Mann“ is to “Donna” as「国王」is to « Reine » Adapting the Analogy Task for Multilingual and Contextual Embeddings ACL 2023 Many-body Approximation for Non-negative Tensors NeurIPS 2023 Mao-Zedong at SemEval-2023 Task 4: Label Represention Multi-Head Attention Model with Contrastive Learning-Enhanced Nearest Neighbor Mechanism for Multi-Label Text Classification SemEval 2023 MAPConNet: Self-supervised 3D Pose Transfer with Mesh and Point Contrastive Learning ICCV 2023 Mapping Brains with Language Models: A Survey ACL 2023 Mapping Degeneration Meets Label Evolution: Learning Infrared Small Target Detection With Single Point Supervision CVPR 2023 Mapping DNN Embedding Manifolds for Network Generalization Prediction WACV 2023 MARBLE: Music Audio Representation Benchmark for Universal Evaluation NeurIPS 2023 Markovian Sliced Wasserstein Distances: Beyond Independent Projections NeurIPS 2023 MARS: A Second-Order Reduction Algorithm for High-Dimensional Sparse Precision Matrices Estimation JMLR 2023 Mars: Modeling Context & State Representations with Contrastive Learning for End-to-End Task-Oriented Dialog ACL 2023 MaskCon: Masked Contrastive Learning for Coarse-Labelled Dataset CVPR 2023