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Switch Diffusion Transformer: Synergizing Denoising Tasks with Sparse
  Mixture-of-Experts

Switch Diffusion Transformer: Synergizing Denoising Tasks with Sparse Mixture-of-Experts

14 March 2024
Byeongjun Park
Hyojun Go
Jin-Young Kim
Sangmin Woo
Seokil Ham
Changick Kim
    DiffM
    MoE
ArXivPDFHTML

Papers citing "Switch Diffusion Transformer: Synergizing Denoising Tasks with Sparse Mixture-of-Experts"

10 / 10 papers shown
Title
Biologically Inspired Spiking Diffusion Model with Adaptive Lateral Selection Mechanism
Biologically Inspired Spiking Diffusion Model with Adaptive Lateral Selection Mechanism
Linghao Feng
Dongcheng Zhao
Sicheng Shen
Yi Zeng
67
0
0
31 Mar 2025
SplatFlow: Multi-View Rectified Flow Model for 3D Gaussian Splatting Synthesis
SplatFlow: Multi-View Rectified Flow Model for 3D Gaussian Splatting Synthesis
Hyojun Go
Byeongjun Park
Jiho Jang
Jin-Young Kim
Soonwoo Kwon
Changick Kim
3DGS
116
2
0
25 Nov 2024
EC-DIT: Scaling Diffusion Transformers with Adaptive Expert-Choice Routing
EC-DIT: Scaling Diffusion Transformers with Adaptive Expert-Choice Routing
Haotian Sun
Tao Lei
Bowen Zhang
Yanghao Li
Haoshuo Huang
Ruoming Pang
Bo Dai
Nan Du
DiffM
MoE
78
5
0
02 Oct 2024
A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training
A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training
Kai Wang
Yukun Zhou
Mingjia Shi
Zhihang Yuan
Yuzhang Shang
Yuzhang Shang
Hanwang Zhang
Hanwang Zhang
Yang You
71
10
0
27 May 2024
Denoising Task Difficulty-based Curriculum for Training Diffusion Models
Denoising Task Difficulty-based Curriculum for Training Diffusion Models
Jin-Young Kim
Hyojun Go
Soonwoo Kwon
Hyun-Gyoon Kim
DiffM
54
6
0
15 Mar 2024
MDTv2: Masked Diffusion Transformer is a Strong Image Synthesizer
MDTv2: Masked Diffusion Transformer is a Strong Image Synthesizer
Shanghua Gao
Pan Zhou
Mingg-Ming Cheng
Shuicheng Yan
DiffM
145
155
0
25 Mar 2023
Flexible Diffusion Modeling of Long Videos
Flexible Diffusion Modeling of Long Videos
William Harvey
Saeid Naderiparizi
Vaden Masrani
Christian Weilbach
Frank D. Wood
DiffM
BDL
VGen
176
285
0
23 May 2022
Mixture-of-Experts with Expert Choice Routing
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
A Style-Based Generator Architecture for Generative Adversarial Networks
A Style-Based Generator Architecture for Generative Adversarial Networks
Tero Karras
S. Laine
Timo Aila
282
10,354
0
12 Dec 2018
U-Net: Convolutional Networks for Biomedical Image Segmentation
U-Net: Convolutional Networks for Biomedical Image Segmentation
Olaf Ronneberger
Philipp Fischer
Thomas Brox
SSeg
3DV
300
75,834
0
18 May 2015
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