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Yuwei Ren

3 accepted papers

2025

Embodied Representation Alignment with Mirror Neurons

ICCV 2025poster

Mirror neurons are a class of neurons that activate both when an individual observes an action and when they perform the same action. This mechanism reveals a fundamental interplay between action understanding and embodied execution, suggesting that these two abilities are inherently connected. None…

Cited by 0SourcePDFScholar
2023

Speaker Diaphragm Excursion Prediction: Deep Attention and Online Adaptation

ICASSP 2023accepted

Speaker protection algorithm is to leverage the playback signal properties to prevent over excursion while maintaining maximum loudness, especially for the mobile phone with tiny loudspeakers. This paper proposes efficient DL solutions to accurately model and predict the nonlinear excursion, which i…

Cited by 0SourceScholar
2022

FP8 Quantization: The Power of the Exponent

NeurIPS 2022accept

When quantizing neural networks for efficient inference, low-bit integers are the go-to format for efficiency. However, low-bit floating point numbers have an extra degree of freedom, assigning some bits to work on an exponential scale instead. This paper in-depth investigates this benefit of the fl…