Search Results for author: Shuxuan Guo

Found 5 papers, 1 papers with code

Efficient and Scalable Chinese Vector Font Generation via Component Composition

no code implementations10 Apr 2024 Jinyu Song, Weitao You, Shuhui Shi, Shuxuan Guo, Lingyun Sun, Wei Wang

In this work, we first observe that most Chinese characters can be disassembled into frequently-reused components.

Font Generation

Distilling Image Classifiers in Object Detectors

1 code implementation NeurIPS 2021 Shuxuan Guo, Jose M. Alvarez, Mathieu Salzmann

Knowledge distillation constitutes a simple yet effective way to improve the performance of a compact student network by exploiting the knowledge of a more powerful teacher.

Knowledge Distillation Object +3

ExpandNets: Linear Over-parameterization to Train Compact Convolutional Networks

no code implementations NeurIPS 2020 Shuxuan Guo, Jose M. Alvarez, Mathieu Salzmann

As evidenced by our experiments, our approach outperforms both training the compact network from scratch and performing knowledge distillation from a teacher.

General Classification Image Classification +5

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