Physics Informed Machine Learning (PIML) methods for estimating the remaining useful lifetime (RUL) of aircraft…
Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learningby Brandon Huang, Chancharik Mitra, Assaf Arbelle, Leonid…
KalMamba: Towards Efficient Probabilistic State Space Models for RL under Uncertaintyby Philipp Becker, Niklas Freymuth,…
Efficient Graph Similarity Computation with Alignment Regularizationby Wei Zhuo, Guang TanFirst submitted to arxiv on:…
Bayesian neural networks for predicting uncertainty in full-field material responseby George D. Pasparakis, Lori Graham-Brady,…
Data-Centric AI in the Age of Large Language Modelsby Xinyi Xu, Zhaoxuan Wu, Rui Qiao,…
DeciMamba: Exploring the Length Extrapolation Potential of Mambaby Assaf Ben-Kish, Itamar Zimerman, Shady Abu-Hussein, Nadav…
Computing Within Limits: An Empirical Study of Energy Consumption in ML Training and Inferenceby Ioannis…
HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?by Ivan Karpukhin, Foma Shipilov,…
Predicting Probabilities of Error to Combine Quantization and Early Exiting: QuEEby Florence Regol, Joud Chataoui,…