27 citations · 40 across the 15 of their papers we have counts for
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cs.CV2023
Customization Assistant for Text-to-image Generation
Yufan Zhou, Ruiyi Zhang, Jiuxiang Gu +1
Customizing pre-trained text-to-image generation model has attracted massive research interest recently, due to its huge potential in real-world applications. Although existing met…
cs.CV2023★ 27 cited
LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding
Yanzhe Zhang, Ruiyi Zhang, Jiuxiang Gu +4
Instruction tuning unlocks the superior capability of Large Language Models (LLM) to interact with humans. Furthermore, recent instruction-following datasets include images as visu…
cs.CV2023★ 8 cited
Enhancing Detail Preservation for Customized Text-to-Image Generation: A Regularization-Free Approach
Yufan Zhou, Ruiyi Zhang, Tong Sun +1
Recent text-to-image generation models have demonstrated impressive capability of generating text-aligned images with high fidelity. However, generating images of novel concept pro…