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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)

X-Sample Contrastive Loss: Improving Contrastive Learning with Sample Similarity Graphs ICLR 2025 $σ$-Maximal Ancestral Graphs UAI 2025 1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering COLING 2025 2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification CVPR 2025 3D Denoisers Are Good 2D Teachers: Molecular Pretraining via Denoising and Cross-Modal Distillation AAAI 2025 3DGraphLLM: Combining Semantic Graphs and Large Language Models for 3D Scene Understanding ICCV 2025 3DitScene: Editing Any Scene via Language-guided Disentangled Gaussian Splatting ICLR 2025 3D-MolT5: Leveraging Discrete Structural Information for Molecule-Text Modeling ICLR 2025 3D Occupancy Prediction with Low-Resolution Queries via Prototype-aware View Transformation CVPR 2025 3DPGS: 3D Probabilistic Graph Search for Archaeological Piece Grouping AAAI 2025 3D Shape Completion using Multi-Resolution Spectral Encoding WACV 2025 3D-SLNR: A Super Lightweight Neural Representation for Large-scale 3D Mapping CVPR 2025 3D Student Splatting and Scooping CVPR 2025 3DS-VLA: A 3D Spatial-Aware Vision Language Action Model for Robust Multi-Task Manipulation CoRL 2025 3M-Game: Multi-Modal Multi-Task Multi-Teacher Learning for Game Event Detection (Student Abstract) AAAI 2025 3R: Enhancing Sentence Representation Learning via Redundant Representation Reduction EMNLP 2025 4D Diffusion for Dynamic Protein Structure Prediction with Reference and Motion Guidance AAAI 2025 A (1+ε)-Approximation for Ultrametric Embedding in Subquadratic Time AAAI 2025 A3GS: Arbitrary Artistic Style into Arbitrary 3D Gaussian Splatting ICCV 2025 AA-CLIP: Enhancing Zero-Shot Anomaly Detection via Anomaly-Aware CLIP CVPR 2025 Ab Initio Nonparametric Variable Selection for Scalable Symbolic Regression with Large p ICML 2025 ABNet: Mitigating Sample Imbalance in Anomaly Detection Within Dynamic Graphs IJCAI 2025 Accent Placement Models for Rigvedic Sanskrit Text AACL 2025 Accessible, At-Home Detection of Parkinson’s Disease via Multi-Task Video Analysis AAAI 2025 ACCon: Angle-Compensated Contrastive Regularizer for Deep Regression AAAI 2025