Mantis: Lightweight Calibrated Foundation Model for User-Friendly Time Series Classification Paper • 2502.15637 • Published 20 days ago • 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 27 days ago • 8
Human-Activity AGV Quality Assessment: A Benchmark Dataset and an Objective Evaluation Metric Paper • 2411.16619 • Published Nov 25, 2024
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
LMM-VQA: Advancing Video Quality Assessment with Large Multimodal Models Paper • 2408.14008 • Published Aug 26, 2024
Benchmarking AIGC Video Quality Assessment: A Dataset and Unified Model Paper • 2407.21408 • Published Jul 31, 2024