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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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'25

Papers (including subtopics)

BILE: An Effective Behavior-based Latent Exploration Scheme for Deep Reinforcement Learning IJCAI 2025 Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations AAAI 2025 Bilevel Learning for Bilevel Planning RSS 2025 Bi-Level Optimization for Self-Supervised AI-Generated Face Detection ICCV 2025 Bilinear MLPs enable weight-based mechanistic interpretability ICLR 2025 BiLoRA: Almost-Orthogonal Parameter Spaces for Continual Learning CVPR 2025 BiMax: Bidirectional MaxSim Score for Document-Level Alignment EMNLP 2025 Binary Classifier Optimization for Large Language Model Alignment ACL 2025 Binary Hypothesis Testing for Softmax Models and Leverage Score Models ICML 2025 Binary Losses for Density Ratio Estimation ICLR 2025 BingoGuard: LLM Content Moderation Tools with Risk Levels ICLR 2025 BioArtlas: Computational Clustering of Multi-Dimensional Complexity in Bioart NeurIPS 2025 Biologically Constrained Barrel Cortex Model Integrates Whisker Inputs and Replicates Key Brain Network Dynamics ICLR 2025 Biological Sequence Kernels with Guaranteed Flexibility JMLR 2025 BioNet and NeFF: Crop Biomass Prediction from Point Clouds to Drone Imagery WACV 2025 Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences ICLR 2025 Bipartite Ranking From Multiple Labels: On Loss Versus Label Aggregation ICML 2025 BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics ICLR 2025 Bisimulation Metric for Model Predictive Control ICLR 2025 Bitrate-Controlled Diffusion for Disentangling Motion and Content in Video ICCV 2025 Black Hole-Driven Identity Absorbing in Diffusion Models CVPR 2025 BLCU-ICALL at BEA 2025 Shared Task: Multi-Strategy Evaluation of AI Tutors ACL 2025 Blend the Separated: Mixture of Synergistic Experts for Data-Scarcity Drug-Target Interaction Prediction AAAI 2025 Blind Video Super-Resolution based on Implicit Kernels ICCV 2025 Block-Based Multi-Scale Image Rescaling AAAI 2025