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20222026
most citedA Multi-Task Recurrent Neural Network for End-to-End Dynamic Occupancy Grid Mapping

1 citations · 1 across the 12 of their papers we have counts for

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cs.LG2026

Time-Series Foundation Model Embeddings for Remaining Useful Life Estimation

Amir El-Ghoussani, Michele De Vita, Ronald Naumann +1

Remaining Useful Life (RUL) prediction is essential for industrial predictive maintenance, yet many learning-based approaches rely on extensive feature engineering or large labeled…

cs.LG2026

Forecasting the Past: Gradient-Based Distribution Shift Detection in Trajectory Prediction

Michele De Vita, Julian Wiederer, Vasileios Belagiannis

Trajectory prediction models often fail in real-world automated driving due to distributional shifts between training and test conditions. Such distributional shifts, whether behav…