Search Results for author: Lan Yang

Found 4 papers, 1 papers with code

Wired Perspectives: Multi-View Wire Art Embraces Generative AI

no code implementations26 Nov 2023 Zhiyu Qu, Lan Yang, Honggang Zhang, Tao Xiang, Kaiyue Pang, Yi-Zhe Song

Creating multi-view wire art (MVWA), a static 3D sculpture with diverse interpretations from different viewpoints, is a complex task even for skilled artists.

Knowledge Distillation

Finding Badly Drawn Bunnies

1 code implementation CVPR 2022 Lan Yang, Kaiyue Pang, Honggang Zhang, Yi-Zhe Song

Our key discovery lies in exploiting the magnitude (L2 norm) of a sketch feature as a quantitative quality metric.

SketchAA: Abstract Representation for Abstract Sketches

no code implementations ICCV 2021 Lan Yang, Kaiyue Pang, Honggang Zhang, Yi-Zhe Song

The superiority of explicitly abstracting sketch representation is empirically validated on a number of sketch analysis tasks, including sketch recognition, fine-grained sketch-based image retrieval, and generative sketch healing.

Retrieval Sketch-Based Image Retrieval +1

Vector Quantization by Minimizing Kullback-Leibler Divergence

no code implementations30 Jan 2015 Lan Yang, Jingbin Wang, Yujin Tu, Prarthana Mahapatra, Nelson Cardoso

This paper proposes a new method for vector quantization by minimizing the Kullback-Leibler Divergence between the class label distributions over the quantization inputs, which are original vectors, and the output, which is the quantization subsets of the vector set.

General Classification Image Classification +1

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