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Regression

4964 directly classified papers

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Papers

Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing AAAI 2026

Fast Conformal Prediction Using Conditional Interquantile Intervals AAAI 2026

Denoising Mixup for Regression AAAI 2026

HMformer: Unleashing Transformer’s Potential for Time Series Forecasting via Hierarchical Multi-Scale Modeling AAAI 2026

Detecting the Future: All-at-Once Event Sequence Forecasting with Horizon Matching AAAI 2026

Difficulty-Aware Learning Curve Extrapolation AAAI 2026

Diffusion Model Based Signal Recovery Under 1-Bit Quantization AAAI 2026

T3Time: Tri-Modal Time Series Forecasting via Adaptive Multi-Head Alignment and Residual Fusion AAAI 2026

Simulation-Driven Railway Delay Prediction: An Imitation Learning Approach AAAI 2026

Goal-Oriented Time-Series Forecasting: Foundation Framework Design AAAI 2026

Uplift Modeling with Delayed Feedback: Identifiability and Algorithms AAAI 2026

Meta Dynamic Graph for Traffic Flow Prediction AAAI 2026

Towards Reinforcement Learning from Neural Feedback: Mapping fNIRS Signals to Agent Performance AAAI 2026

TuningIQA: Fine-Grained Blind Image Quality Assessment for Livestreaming Camera Tuning AAAI 2026

SACO: Sequence-Aware Constrained Optimization Framework for Coupon Distribution in E-commerce AAAI 2026

APT: Affine Prototype-Timestamp for Time Series Forecasting Under Distribution Shift AAAI 2026

AirDDE: Multifactor Neural Delay Differential Equations for Air Quality Forecasting AAAI 2026

VQ-Insight: Teaching VLMs for AI-Generated Video Quality Understanding via Progressive Visual Reinforcement Learning AAAI 2026

2D Gaussians Spatial Transport for Point-supervised Density Regression AAAI 2026

Auxiliary Gene Learning: Spatial Gene Expression Estimation by Auxiliary Gene Selection AAAI 2026

Revisiting MLLM Based Image Quality Assessment: Errors and Remedy AAAI 2026

Semantic Embedding and Synthetic Augmentation for Longitudinal Survey Prediction (Student Abstract) AAAI 2026

Regression over Classification: Assessing Image Aesthetics via Multimodal Large Language Models AAAI 2026

Marginalized Generalized IoU (MGIoU): A Unified Objective Function for Optimizing Convex Parametric Shapes AAAI 2026

Burst Image Quality Assessment: A New Benchmark and Unified Framework for Multiple Downstream Tasks AAAI 2026