Speed Is All You Need: On-Device Acceleration of Large Diffusion Models
via GPU-Aware Optimizations

Speed Is All You Need: On-Device Acceleration of Large Diffusion Models via GPU-Aware Optimizations

21 April 2023

Chuo-Ling Chang

Matthias Grundmann

Papers citing "Speed Is All You Need: On-Device Acceleration of Large Diffusion Models via GPU-Aware Optimizations"

10 / 10 papers shown

Title
OODTE: A Differential Testing Engine for the ONNX Optimizer Nikolaos Louloudakis Ajitha Rajan 44 0 0 03 May 2025
Scaling On-Device GPU Inference for Large Generative Models Jiuqiang Tang Raman Sarokin Ekaterina Ignasheva Grant Jensen Lin Chen Juhyun Lee Andrei Kulik Matthias Grundmann 168 1 0 01 May 2025
Stealing Creator's Workflow: A Creator-Inspired Agentic Framework with Iterative Feedback Loop for Improved Scientific Short-form Generation J. Park Maanas Taneja Qianwen Wang Dongyeop Kang VGen 70 0 0 26 Apr 2025
PromptMobile: Efficient Promptus for Low Bandwidth Mobile Video Streaming Liming Liu Jiangkai Wu Haoyang Wang Peiheng Wang Xinggong Zhang Zongming Guo 47 0 0 20 Mar 2025
Temporal Feature Matters: A Framework for Diffusion Model Quantization Yushi Huang Ruihao Gong Xianglong Liu Jing Liu Yuhang Li Jiwen Lu Dacheng Tao DiffM MQ 49 0 0 28 Jul 2024
Distilling Diffusion Models into Conditional GANs Minguk Kang Richard Zhang Connelly Barnes Sylvain Paris Suha Kwak Jaesik Park Eli Shechtman Jun-Yan Zhu Taesung Park 46 37 0 09 May 2024
LAPTOP-Diff: Layer Pruning and Normalized Distillation for Compressing Diffusion Models Dingkun Zhang Sijia Li Chen Chen Qingsong Xie H. Lu 41 22 0 17 Apr 2024
Squeezing Large-Scale Diffusion Models for Mobile Jiwoong Choi Minkyu Kim Daehyun Ahn Taesu Kim Yulhwa Kim Do-Hyun Jo H. Jeon Jae-Joon Kim Hyungjun Kim 34 9 0 03 Jul 2023
Winograd Convolution for Deep Neural Networks: Efficient Point Selection Syed Asad Alam Andrew Anderson B. Barabasz David Gregg 71 25 0 25 Jan 2022
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 306 10,368 0 12 Dec 2018