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Methodology
← Core Methods
Machine Learning
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Core Methods
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Regression
4964 directly classified papers
Papers per year
2000: 1
2001: 4
2002: 2
2003: 3
2004: 2
2005: 7
2006: 27
2007: 38
2008: 49
2009: 58
2010: 72
2011: 62
2012: 74
2013: 122
2014: 120
2015: 146
2016: 232
2017: 276
2018: 313
2019: 414
2020: 509
2021: 564
2022: 506
2023: 492
2024: 488
2025: 262
2026: 121
Papers
Semantic-guided Camera Ray Regression for Visual Localization
ICCV 2025
Generalized and Efficient 2D Gaussian Splatting for Arbitrary-scale Super-Resolution
ICCV 2025
Balanced Sharpness-Aware Minimization for Imbalanced Regression
ICCV 2025
Multi-Subspace Matrix Recovery from Permuted Data
AAAI 2025
Gradient-Based Nonlinear Rehearsal Learning with Multivariate Alterations
AAAI 2025
Multi-Label Ranking Loss Minimization for Matrix Completion
AAAI 2025
ResQ: A Novel Framework to Implement Residual Neural Networks on Analog Rydberg Atom Quantum Computers
ICCV 2025
Neuro-Guided Graph Search for Symbolic Regression (Student Abstract)
AAAI 2025
Kernel Representation Learning for Time Sequence: Algorithm, Theory, and Applications
AAAI 2025
Does Knowing More Make You Easier to Trick? Adversarial Robustness of Multi-Target Regression
AAAI 2025
ACCon: Angle-Compensated Contrastive Regularizer for Deep Regression
AAAI 2025
FIND: A Framework for Discovering Formulas in Data
AAAI 2025
Hierarchical Gradient-Based Genetic Sampling for Accurate Prediction of Biological Oscillations
AAAI 2025
Self-attention-based Diffusion Model for Time-series Imputation in Partial Blackout Scenarios
AAAI 2025
xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition
AAAI 2025
Error Bounds for Gaussian Process Regression Under Bounded Support Noise with Applications to Safety Certification
AAAI 2025
Knockoffs Inference for Partially Linear Models with Automatic Structure Discovery
AAAI 2025
ExPERT: Modeling Human Behavior Under External Stimuli Aware Personalized MTPP
AAAI 2025
Who leads? Who follows? Temporal dynamics of political dogwhistles in Swedish online communities
ACL 2025
Leveraging Group Classification with Descending Soft Labeling for Deep Imbalanced Regression
AAAI 2025
APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning
AAAI 2025
Supervised Score-Based Modeling by Gradient Boosting
AAAI 2025
Reloc3r: Large-Scale Training of Relative Camera Pose Regression for Generalizable, Fast, and Accurate Visual Localization
CVPR 2025
NN-Former: Rethinking Graph Structure in Neural Architecture Representation
CVPR 2025
Three-view Focal Length Recovery From Homographies
CVPR 2025
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