ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model with Knowledge-Enhanced Mixture-of-Denoising-Experts

Author:

Feng Zhida1,Zhang Zhenyu1,Yu Xintong1,Fang Yewei1,Li Lanxin1,Chen Xuyi1,Lu Yuxiang1,Liu Jiaxiang1,Yin Weichong1,Feng Shikun1,Sun Yu1,Chen Li2,Tian Hao1,Wu Hua1,Wang Haifeng1

Affiliation:

1. Baidu Inc.

2. School of Computer Science and Technology, Wuhan University of Science and Technology

Funder

National Natural Science Foundation of China

Publisher

IEEE

Reference47 articles.

1. Branch-train-merge: Embarrassingly parallel training of expert language models;li;CoRR,2022

2. ERNIE 2.0: A continual pre-training framework for language understanding;sun;The Thirty-Fourth AAAI Conference on Artificial Intelligence AAAI 2020 The Thirty-Second Innovative Applications of Artificial Intelligence Conference IAAI 2020 The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence EAAI 2020 New York NY USA February 7-12 2020,2020

3. Gshard: Scaling giant models with conditional computation and automatic sharding;lepikhin;9th International Conference on Learning Representations ICLR 2021 Virtual Event Austria May 3-7 2021,2021

4. ERNIE: enhanced representation through knowledge integration;sun;CoRR,2019

5. Decoupled weight decay regularization;loshchilov;7th International Conference on Learning Representations ICLR 2019 New Orleans LA USA May 6-9 2019,2019

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