36 citations · 84 across the 65 of their papers we have counts for
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cs.CV2023★ 1 cited
I2V-Adapter: A General Image-to-Video Adapter for Diffusion Models
Xun Guo, Mingwu Zheng, Liang Hou +9
Text-guided image-to-video (I2V) generation aims to generate a coherent video that preserves the identity of the input image and semantically aligns with the input prompt. Existing…
cs.CV2023
A-SDM: Accelerating Stable Diffusion through Redundancy Removal and Performance Optimization
Jinchao Zhu, Yuxuan Wang, Xiaobing Tu +3
The Stable Diffusion Model (SDM) is a popular and efficient text-to-image (t2i) generation and image-to-image (i2i) generation model. Although there have been some attempts to redu…
cs.CV2023★ 22 cited
Agent Attention: On the Integration of Softmax and Linear Attention
Dongchen Han, Tianzhu Ye, Yizeng Han +5
The attention module is the key component in Transformers. While the global attention mechanism offers high expressiveness, its excessive computational cost restricts its applicabi…