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m2mKD: Module-to-Module Knowledge Distillation for Modular Transformers

m2mKD: Module-to-Module Knowledge Distillation for Modular Transformers

26 February 2024
Ka Man Lo
Yiming Liang
Wenyu Du
Yuantao Fan
Zili Wang
Wenhao Huang
Lei Ma
Jie Fu
    MoE
ArXivPDFHTML

Papers citing "m2mKD: Module-to-Module Knowledge Distillation for Modular Transformers"

6 / 6 papers shown
Title
From Efficient Multimodal Models to World Models: A Survey
From Efficient Multimodal Models to World Models: A Survey
Xinji Mai
Zeng Tao
Junxiong Lin
Haoran Wang
Yang Chang
Yanlan Kang
Yan Wang
Wenqiang Zhang
32
5
0
27 Jun 2024
Efficient Multimodal Large Language Models: A Survey
Efficient Multimodal Large Language Models: A Survey
Yizhang Jin
Jian Li
Yexin Liu
Tianjun Gu
Kai Wu
...
Xin Tan
Zhenye Gan
Yabiao Wang
Chengjie Wang
Lizhuang Ma
LRM
39
44
0
17 May 2024
Tutel: Adaptive Mixture-of-Experts at Scale
Tutel: Adaptive Mixture-of-Experts at Scale
Changho Hwang
Wei Cui
Yifan Xiong
Ziyue Yang
Ze Liu
...
Joe Chau
Peng Cheng
Fan Yang
Mao Yang
Y. Xiong
MoE
92
107
0
07 Jun 2022
Coordination Among Neural Modules Through a Shared Global Workspace
Coordination Among Neural Modules Through a Shared Global Workspace
Anirudh Goyal
Aniket Didolkar
Alex Lamb
Kartikeya Badola
Nan Rosemary Ke
Nasim Rahaman
Jonathan Binas
Charles Blundell
Michael C. Mozer
Yoshua Bengio
154
98
0
01 Mar 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy
  Text Supervision
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision
Chao Jia
Yinfei Yang
Ye Xia
Yi-Ting Chen
Zarana Parekh
Hieu H. Pham
Quoc V. Le
Yun-hsuan Sung
Zhen Li
Tom Duerig
VLM
CLIP
293
3,683
0
11 Feb 2021
BERT-of-Theseus: Compressing BERT by Progressive Module Replacing
BERT-of-Theseus: Compressing BERT by Progressive Module Replacing
Canwen Xu
Wangchunshu Zhou
Tao Ge
Furu Wei
Ming Zhou
221
196
0
07 Feb 2020
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