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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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'15
'20
'25

Papers (including subtopics)

Rethinking Remaining Useful Life Prediction with Scarce Time Series Data: Regression Under Indirect Supervision IJCAI 2025 Rethinking Reward Modeling in Preference-based Large Language Model Alignment ICLR 2025 Rethinking Self-Distillation: Label Averaging and Enhanced Soft Label Refinement with Partial Labels ICLR 2025 Rethinking Shapley Value for Negative Interactions in Non-convex Games ICLR 2025 Rethinking Smoothness for Fast and Adaptable Entity Alignment Decoding NAACL 2025 Rethinking Spiking Neural Networks from an Ensemble Learning Perspective ICLR 2025 Rethinking Spiking Self-Attention Mechanism: Implementing a-XNOR Similarity Calculation in Spiking Transformers CVPR 2025 Rethinking Temporal Fusion with a Unified Gradient Descent View for 3D Semantic Occupancy Prediction CVPR 2025 Rethinking the role of frames for SE(3)-invariant crystal structure modeling ICLR 2025 Rethinking the Role of LLMs for Document-level Relation Extraction: a Refiner with Task Distribution and Probability Fusion NAACL 2025 Rethinking Time Encoding via Learnable Transformation Functions ICML 2025 Rethinking Tokenization for Rich Morphology: The Dominance of Unigram over BPE and Morphological Alignment IJCNLP 2025 Rethinking Token Reduction with Parameter-Efficient Fine-Tuning in ViT for Pixel-Level Tasks CVPR 2025 Rethinking what matters: Effective and Robust Multilingual Realignment for Low-Resource Languages IJCNLP 2025 Rethinking Word Similarity: Semantic Similarity through Classification Confusion NAACL 2025 ReTracker: Exploring Image Matching for Robust Online Any Point Tracking ICCV 2025 Retraining-free Merging of Sparse MoE via Hierarchical Clustering ICML 2025 Retraining with Predicted Hard Labels Provably Increases Model Accuracy ICML 2025 Retrieval-Augmented Forecasting with Tabular Time Series Data ACL 2025 Retrieval-Augmented Perception: High-resolution Image Perception Meets Visual RAG ICML 2025 Retrieval Augmented Zero-Shot Enzyme Generation for Specified Substrate ICML 2025 Retrieval of Parallelizable Texts Across Church Slavic Variants COLING 2025 Retrieval of Temporal Event Sequences from Textual Descriptions NAACL 2025 Retrieving Argument Graphs Using Vision Transformers ACL 2025 Retriv at BLP-2025 Task 1: A Transformer Ensemble and Multi-Task Learning Approach for Bangla Hate Speech Identification AACL 2025