Search Results for author: Yilang Zhang

Found 3 papers, 2 papers with code

Meta-Learning with Versatile Loss Geometries for Fast Adaptation Using Mirror Descent

1 code implementation20 Dec 2023 Yilang Zhang, Bingcong Li, Georgios B. Giannakis

Utilizing task-invariant prior knowledge extracted from related tasks, meta-learning is a principled framework that empowers learning a new task especially when data records are limited.

Few-Shot Learning

Scalable Bayesian Meta-Learning through Generalized Implicit Gradients

1 code implementation31 Mar 2023 Yilang Zhang, Bingcong Li, Shijian Gao, Georgios B. Giannakis

Meta-learning owns unique effectiveness and swiftness in tackling emerging tasks with limited data.

Meta-Learning

ADCC: An Effective and Intelligent Attention Dense Color Constancy System for Studying Images in Smart Cities

no code implementations17 Nov 2019 Yilang Zhang, Neal N. Xiong, Zheng Wei, Xin Yuan, Jian Wang

The augmented images help to tell apart the edge gradients, edge pixels and non-edge ones in log-histogram, which contribute significantly to the feature extraction and color-ambiguity elimination, thereby advancing the accuracy of illuminant estimation.

Color Constancy

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