Search Results for author: Yunhao Ni

Found 2 papers, 1 papers with code

On the Nonlinearity of Layer Normalization

no code implementations3 Jun 2024 Yunhao Ni, Yuxin Guo, Junlong Jia, Lei Huang

Layer normalization (LN) is a ubiquitous technique in deep learning but our theoretical understanding to it remains elusive.

Modulate Your Spectrum in Self-Supervised Learning

1 code implementation26 May 2023 Xi Weng, Yunhao Ni, Tengwei Song, Jie Luo, Rao Muhammad Anwer, Salman Khan, Fahad Shahbaz Khan, Lei Huang

In this work, we introduce Spectral Transformation (ST), a framework to modulate the spectrum of embedding and to seek for functions beyond whitening that can avoid dimensional collapse.

object-detection Object Detection +1

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