Search Results for author: Nan Zhuang

Found 3 papers, 3 papers with code

Few-shot Knowledge Transfer for Fine-grained Cartoon Face Generation

4 code implementations27 Jul 2020 Nan Zhuang, Cheng Yang

In this paper, we are interested in generating fine-grained cartoon faces for various groups.

Face Generation Transfer Learning +1

Harder Tasks Need More Experts: Dynamic Routing in MoE Models

1 code implementation12 Mar 2024 Quzhe Huang, Zhenwei An, Nan Zhuang, Mingxu Tao, Chen Zhang, Yang Jin, Kun Xu, Liwei Chen, Songfang Huang, Yansong Feng

In this paper, we introduce a novel dynamic expert selection framework for Mixture of Experts (MoE) models, aiming to enhance computational efficiency and model performance by adjusting the number of activated experts based on input difficulty.

Computational Efficiency

Fast Intent Classification for Spoken Language Understanding

1 code implementation3 Dec 2019 Akshit Tyagi, Varun Sharma, Rahul Gupta, Lynn Samson, Nan Zhuang, Zihang Wang, Bill Campbell

To address the latency and computational complexity issues, we explore a BranchyNet scheme on an intent classification scheme within SLU systems.

Classification Decision Making +8

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