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2311.02684
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Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE
5 November 2023
Zeren Chen
Ziqin Wang
Zhen Wang
Huayang Liu
Zhen-fei Yin
Si Liu
Lu Sheng
Wanli Ouyang
Yu Qiao
Jing Shao
MoE
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Papers citing
"Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE"
12 / 12 papers shown
Title
LLaVA-CMoE: Towards Continual Mixture of Experts for Large Vision-Language Models
Hengyuan Zhao
Ziqin Wang
Qixin Sun
Kaiyou Song
Yilin Li
Xiaolin Hu
Qingpei Guo
Si Liu
KELM
CLL
MoE
65
0
0
27 Mar 2025
Crab: A Unified Audio-Visual Scene Understanding Model with Explicit Cooperation
Henghui Du
Guangyao Li
Chang Zhou
Chunjie Zhang
Alan Zhao
D. Hu
54
0
0
17 Mar 2025
CoPL: Collaborative Preference Learning for Personalizing LLMs
Youngbin Choi
Seunghyuk Cho
M. Lee
Moonjeong Park
Yesong Ko
Jungseul Ok
Dongwoo Kim
65
0
0
03 Mar 2025
Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learning
Hanwen Zhong
Jiaxin Chen
Yutong Zhang
Di Huang
Yunhong Wang
MoE
42
0
0
12 Jan 2025
MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models
Leyang Shen
Gongwei Chen
Rui Shao
Weili Guan
Liqiang Nie
MoE
40
6
0
17 Jul 2024
mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality
Qinghao Ye
Haiyang Xu
Guohai Xu
Jiabo Ye
Ming Yan
...
Junfeng Tian
Qiang Qi
Ji Zhang
Feiyan Huang
Jingren Zhou
VLM
MLLM
208
900
0
27 Apr 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models
Junnan Li
Dongxu Li
Silvio Savarese
Steven C. H. Hoi
VLM
MLLM
270
4,244
0
30 Jan 2023
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering
Pan Lu
Swaroop Mishra
Tony Xia
Liang Qiu
Kai-Wei Chang
Song-Chun Zhu
Oyvind Tafjord
Peter Clark
A. Kalyan
ELM
ReLM
LRM
211
1,106
0
20 Sep 2022
Training language models to follow instructions with human feedback
Long Ouyang
Jeff Wu
Xu Jiang
Diogo Almeida
Carroll L. Wainwright
...
Amanda Askell
Peter Welinder
Paul Christiano
Jan Leike
Ryan J. Lowe
OSLM
ALM
313
11,953
0
04 Mar 2022
Mixture-of-Experts with Expert Choice Routing
Yan-Quan Zhou
Tao Lei
Han-Chu Liu
Nan Du
Yanping Huang
Vincent Zhao
Andrew M. Dai
Zhifeng Chen
Quoc V. Le
James Laudon
MoE
160
327
0
18 Feb 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Jason W. Wei
Xuezhi Wang
Dale Schuurmans
Maarten Bosma
Brian Ichter
F. Xia
Ed H. Chi
Quoc Le
Denny Zhou
LM&Ro
LRM
AI4CE
ReLM
367
8,495
0
28 Jan 2022
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
C. Qi
Hao Su
Kaichun Mo
Leonidas J. Guibas
3DH
3DPC
3DV
PINN
222
14,103
0
02 Dec 2016
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