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Methodology
← Core Methods
Machine Learning
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Regression
4964 directly classified papers
Papers per year
2000: 1
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2002: 2
2003: 3
2004: 2
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2006: 27
2007: 38
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2009: 58
2010: 72
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2012: 74
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2020: 509
2021: 564
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2025: 262
2026: 121
Papers
What does Surprisal have to do with Information Status?
EACL 2026
Auxiliary Gene Learning: Spatial Gene Expression Estimation by Auxiliary Gene Selection
AAAI 2026
ACuRE: Accurate Continuity-Regularized SpO2 Estimation Using Liquid Time-Constant Networks
WACV 2026
Cognitive Signatures of Multi-Word Expressions: Reading-Time and Surprisal
EACL 2026
Physics-Informed Multi-Task Learning for Battery State of Health Prediction with Uncertainty Quantification
AAAI 2026
Burst Image Quality Assessment: A New Benchmark and Unified Framework for Multiple Downstream Tasks
AAAI 2026
SymNet: A Multi-Task Network for Joint Radio Map Reconstruction and Transmitter Localization
WACV 2026
Language Integration in Fine-Tuning Multimodal Large Language Models for Image-Based Regression
WACV 2026
TacticalCalib: End-to-End 6-DoF Camera Pose Regression for Tactical Camera Calibration
WACV 2026
TReX: Tokenizer Regression for Optimal Data Mixture
EACL 2026
Scalable Vision-Guided Crop Yield Estimation
AAAI 2026
MicroEvoEval: A Systematic Evaluation Framework for Image-Based Microstructure Evolution Prediction
AAAI 2026
DCHO: A Decomposition–Composition Framework for Predicting Higher-Order Brain Connectivity to Enhance Diverse Downstream Applications
AAAI 2026
SCAN: Self-Calibrated AutoregressioN for High-Quality Visual Generation
AAAI 2026
SegMango: Early Deep Mango Yield Prediction based on Flower Segmentation and Weather Data
WACV 2026
BrightRate: Quality Assessment for User-Generated HDR Videos
WACV 2026
Revisiting an Old Perspective Projection for Monocular 3D Morphable Models Regression
WACV 2026
Chain-of-Look Spatial Reasoning for Dense Surgical Instrument Counting
WACV 2026
Distribution Highlighted Reference-based Label Distribution Learning for Facial Age Estimation
WACV 2026
Predicting Task fMRI Contrasts from Resting-State fMRI Using Sparse 3D Convolutions
WACV 2026
CAMP-VQA: Caption-Embedded Multimodal Perception for No-Reference Quality Assessment of Compressed Video
WACV 2026
SasMamba: A Lightweight Structure-Aware Stride State Space Model for 3D Human Pose Estimation
WACV 2026
A Multi-Task Learning Framework for Modeling Engagement and Topic-Sensitive Responses in Arabic Women’s Discourse
EACL 2026
Arabic-Adapted One-Step Speech-to-Diacritized ASR: Evaluation and Error Analysis
EACL 2026
VQ-Insight: Teaching VLMs for AI-Generated Video Quality Understanding via Progressive Visual Reinforcement Learning
AAAI 2026
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