One-Step Residual Shifting Diffusion for Image Super-Resolution via Distillation Paper • 2503.13358 • Published 23 days ago • 93
Mantis: Lightweight Calibrated Foundation Model for User-Friendly Time Series Classification Paper • 2502.15637 • Published Feb 21 • 3
Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting Paper • 2406.10327 • Published Jun 14, 2024
AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting Paper • 2502.10235 • Published Feb 14 • 8
Leveraging Ensemble Diversity for Robust Self-Training in the Presence of Sample Selection Bias Paper • 2310.14814 • Published Oct 23, 2023 • 1
MANO: Exploiting Matrix Norm for Unsupervised Accuracy Estimation Under Distribution Shifts Paper • 2405.18979 • Published May 29, 2024 • 1
SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention Paper • 2402.10198 • Published Feb 15, 2024 • 1