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Regression

4964 directly classified papers

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Papers

Beyond Cosine Similarity: Magnitude-Aware CLIP for No-Reference Image Quality Assessment AAAI 2026

SCAN: Self-Calibrated AutoregressioN for High-Quality Visual Generation AAAI 2026

OscuFit: Learning to Fit Osculating Implicit Quadrics for Point Clouds AAAI 2026

Physics-Informed Multi-Task Learning for Battery State of Health Prediction with Uncertainty Quantification AAAI 2026

DCHO: A Decomposition–Composition Framework for Predicting Higher-Order Brain Connectivity to Enhance Diverse Downstream Applications AAAI 2026

Regressor-guided Diffusion Model for De Novo Peptide Sequencing with Explicit Mass Control AAAI 2026

Scalable Vision-Guided Crop Yield Estimation AAAI 2026

TimeMosaic: Temporal Heterogeneity Guided Time Series Forecasting via Adaptive Granularity Patch and Segment-wise Decoding AAAI 2026

Online Linear Regression with Paid Stochastic Features AAAI 2026

Integral-based Knockoffs Inference for Partially Linear Models AAAI 2026

ExoTimer: Leveraging Large Language Models for Time Series Forecasting with Exogenous Variables AAAI 2026

FeTS: A Feature-Aware Framework for Time Series Forecasting AAAI 2026

Lightweight Additive Blend Maps for Texture-Preserving Face Retouching: A Neural Approach to Traditional Photographic Techniques AAAI 2026

MicroEvoEval: A Systematic Evaluation Framework for Image-Based Microstructure Evolution Prediction AAAI 2026

Fine-grained Image Quality Assessment for Perceptual Image Restoration AAAI 2026

Predicting Session Termination and Retention on X from Fine-Grained Interaction Logs (Student Abstract) AAAI 2026

Integrating Fourier Neural Operators into High-Fidelity Helicopter Flight Simulation for Real-Time Urban Wind Prediction AAAI 2026

Digital Scale: Open-Source On-Device BMI Estimation from Smartphone Camera Images Trained on a Large-Scale Real-World Dataset AAAI 2026

iDT-diet: Toward Personalized Health Forecasting-An Intelligent Digital Twin Model for Diet-Influenced Biomarker Trajectories (Student Abstract) AAAI 2026

Bridging Machine Learning and Physics for Scalable Long-Term Building Temperature Prediction (Student Abstract) AAAI 2026

SasMamba: A Lightweight Structure-Aware Stride State Space Model for 3D Human Pose Estimation WACV 2026

Streaming Generated Gaussian Process Experts for Online Learning and Control AAAI 2026

A Differential Perspective on Distributional Reinforcement Learning AAAI 2026

Decomposing Direct and Indirect Biases in Linear Models Under Demographic Parity Constraint AAAI 2026

Beyond MSE: Ordinal Cross-Entropy for Probabilistic Time Series Forecasting AAAI 2026