Published in NeurIPS (ML4Phy Workshop), 2023
This paper introduces a neuralized-PID Soft Actor-Critic (SAC) algorithm for real-time proton beam intensity control in the Mu2e experiment at Fermilab.
Published in NeurIPS, 2023
The sparse modern Hopfield model is introduced as an extension of the dense modern Hopfield model, offering a one-step approximation of the sparse attention mechanism.
Published in IEEE International Conference on Robot and Human Interactive Communication, 2023
The paper presents a robotic agent for language-based interactions in video scenes, emphasizing the role of trust and achieving a 2% to 3% performance boost over benchmarks.
Published in ICML, 2023
This paper introduces a programmable feature engineering concept for time series modeling through a feature programming framework, emphasizing the efficient generation of predictive features and demonstrating its effectiveness on various time series datasets.
Published in Biomedical Optics Express, 2022
This paper presents RC-UPerNet, a deep learning algorithm for automated identification of cone and rod photoreceptors in high-resolution retinal images.