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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)

PledgeTracker: A System for Monitoring the Fulfilment of Pledges EMNLP 2025 Plug-and-Play Tri-Branch Invertible Block for Image Rescaling AAAI 2025 Plug-in Feedback Self-adaptive Attention in CLIP for Training-free Open-Vocabulary Segmentation ICCV 2025 POI-Enhancer: An LLM-based Semantic Enhancement Framework for POI Representation Learning AAAI 2025 Point Cloud Dataset Distillation ICML 2025 Point Cloud Mixture-of-Domain-Experts Model for 3D Self-supervised Learning IJCAI 2025 Point Clouds Meets Physics: Dynamic Acoustic Field Fitting Network for Point Cloud Understanding CVPR 2025 Point Cloud Upsampling Using Conditional Diffusion Module with Adaptive Noise Suppression CVPR 2025 PointGAC: Geometric-Aware Codebook for Masked Point Modeling ICCV 2025 Point-GN: A Non-Parametric Network using Gaussian Positional Encoding for Point Cloud Classification WACV 2025 Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud WACV 2025 Point-Level Topological Representation Learning on Point Clouds ICML 2025 PointLoRA: Low-Rank Adaptation with Token Selection for Point Cloud Learning CVPR 2025 Point Policy: Unifying Observations and Actions with Key Points for Robot Manipulation CoRL 2025 Polarimetric Neural Field via Unified Complex-Valued Wave Representation ICCV 2025 Polarity inversion operators in PLM CoNLL 2025 Polarization Guided Mask-Free Shadow Removal AAAI 2025 Polarized Color Screen Matting CVPR 2025 Political Bias Prediction Models Focus on Source Cues, Not Semantics AAAI 2025 Poly2Vec: Polymorphic Fourier-Based Encoding of Geospatial Objects for GeoAI Applications ICML 2025 PolyhedronNet: Representation Learning for Polyhedra with Surface-attributed Graph ICLR 2025 PolyJoin: Semantic Multi-key Joinable Table Search in Data Lakes NAACL 2025 Polysemantic Dropout: Conformal OOD Detection for Specialized LLMs EMNLP 2025 PoolAtnRes: Towards Generalisable Differential Morphing Attack Detection WACV 2025 Population Transformer: Learning Population-level Representations of Neural Activity ICLR 2025