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On the Scalability of Diffusion-based Text-to-Image Generation

On the Scalability of Diffusion-based Text-to-Image Generation

3 April 2024
Hao Li
Yang Zou
Ying Wang
Orchid Majumder
Yusheng Xie
R. Manmatha
Ashwin Swaminathan
Zhuowen Tu
Stefano Ermon
Stefano Soatto
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Papers citing "On the Scalability of Diffusion-based Text-to-Image Generation"

5 / 5 papers shown
Title
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities
X. Zhang
Jintao Guo
Shanshan Zhao
Minghao Fu
Lunhao Duan
Guo-Hua Wang
Qing-Guo Chen
Zhao Xu
Weihua Luo
Kaifu Zhang
DiffM
57
0
0
05 May 2025
Towards Precise Scaling Laws for Video Diffusion Transformers
Towards Precise Scaling Laws for Video Diffusion Transformers
Yuanyang Yin
Yaqi Zhao
Mingwu Zheng
Ke Lin
Jiarong Ou
...
Pengfei Wan
Di Zhang
Baoqun Yin
Wentao Zhang
Kun Gai
115
2
0
03 Jan 2025
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
129
80
0
25 Mar 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image
  Encoders and Large Language Models
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
244
4,186
0
30 Jan 2023
Scaling Laws for Neural Language Models
Scaling Laws for Neural Language Models
Jared Kaplan
Sam McCandlish
T. Henighan
Tom B. Brown
B. Chess
R. Child
Scott Gray
Alec Radford
Jeff Wu
Dario Amodei
220
3,054
0
23 Jan 2020
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