Search Results for author: Xia Huang

Found 4 papers, 1 papers with code

Predictive Modeling of Flexible EHD Pumps using Kolmogorov-Arnold Networks

no code implementations13 May 2024 Yanhong Peng, Miao He, Fangchao Hu, Zebing Mao, Xia Huang, Jun Ding

KAN achieved superior predictive accuracy, with Mean Squared Errors of 12. 186 and 0. 001 for pressure and flow rate predictions, respectively.

GenKL: An Iterative Framework for Resolving Label Ambiguity and Label Non-conformity in Web Images Via a New Generalized KL Divergence

1 code implementation19 Jul 2023 Xia Huang, Kai Fong Ernest Chong

To tackle the limitation of entropy maximization, we propose $(\alpha, \beta)$-generalized KL divergence, $\mathcal{D}_{\text{KL}}^{\alpha, \beta}(p\|q)$, which can be used to identify significantly more NC instances.

An information-theoretic framework for learning models of instance-independent label noise

no code implementations1 Jan 2021 Xia Huang, Kai Fong Ernest Chong

At the heart of our framework is a discriminator that predicts whether an input dataset has maximum Shannon entropy, which shall be used on multiple new datasets $\hat{\mathcal{D}}$ synthesized from $\mathcal{D}$ via the insertion of additional label noise.

Predictive Coding Networks Meet Action Recognition

no code implementations22 Oct 2019 Xia Huang, Hossein Mousavi, Gemma Roig

In this way, the model only relies on the video frames, and does not need pre-processed optical flows as input.

Action Recognition Optical Flow Estimation

Cannot find the paper you are looking for? You can Submit a new open access paper.