Title
SPAST: Arbitrary Style Transfer with Style Priors via Pre-trained Large-scale Model Zhanjie Zhang Quanwei Zhang Junsheng Luan Mengyuan Yang Yun Wang Lei Zhao 16 0 0 13 May 2025
No Other Representation Component Is Needed: Diffusion Transformers Can Provide Representation Guidance by Themselves D. Jiang Mengmeng Wang Liuzhuozheng Li Lei Zhang Haoyu Wang Wei Wei Guang Dai Yanning Zhang Jingdong Wang DiffM 46 0 0 05 May 2025
CREA: A Collaborative Multi-Agent Framework for Creative Content Generation with Diffusion Models Kavana Venkatesh Connor Dunlop Pinar Yanardag DiffM 33 0 0 07 Apr 2025
Conjuring Positive Pairs for Efficient Unification of Representation Learning and Image Synthesis Imanol G. Estepa Jesús M. Rodríguez-de-Vera Ignacio Sarasúa Bhalaji Nagarajan P. Radeva 52 0 0 19 Mar 2025
DyArtbank: Diverse Artistic Style Transfer via Pre-trained Stable Diffusion and Dynamic Style Prompt Artbank Zhanjie Zhang Quanwei Zhang Guangyuan Li Junsheng Luan Mengyuan Yang Yun Wang Lei Zhao DiffM 46 3 0 11 Mar 2025
U-StyDiT: Ultra-high Quality Artistic Style Transfer Using Diffusion Transformers Zhanjie Zhang Ao Ma Ke Cao Jing Wang Shanyuan Liu Yuhang Ma Bo Cheng Dawei Leng Yuhui Yin 62 0 0 11 Mar 2025
A Critical Assessment of Modern Generative Models' Ability to Replicate Artistic Styles Andrea Asperti Franky George Tiberio Marras Razvan Ciprian Stricescu Fabio Zanotti EGVM 44 0 0 21 Feb 2025
Diffusion-Based Visual Art Creation: A Survey and New Perspectives Bingyuan Wang Qifeng Chen Zeyu Wang 41 7 0 22 Aug 2024
Rethink Arbitrary Style Transfer with Transformer and Contrastive Learning Zhanjie Zhang Jiakai Sun Guangyuan Li Lei Zhao Quanwei Zhang Zehua Lan Haolin Yin Xing Wei Huaizhong Lin Zhiwen Zuo 40 12 0 21 Apr 2024
An Image is Worth Multiple Words: Multi-attribute Inversion for Constrained Text-to-Image Synthesis Aishwarya Agarwal Srikrishna Karanam Tripti Shukla Balaji Vasan Srinivasan DiffM 98 19 0 20 Nov 2023
Generative Image Inpainting with Segmentation Confusion Adversarial Training and Contrastive Learning Zhiwen Zuo Lei Zhao Ailin Li Zhizhong Wang Zhanjie Zhang Jiafu Chen Wei Xing Dongming Lu 40 19 0 23 Mar 2023
Creative Painting with Latent Diffusion Models Xianchao Wu DiffM AI4CE 53 12 0 29 Sep 2022
Draw Your Art Dream: Diverse Digital Art Synthesis with Multimodal Guided Diffusion Nisha Huang Fan Tang Weiming Dong Changsheng Xu DiffM 61 40 0 27 Sep 2022