SCSA: A Plug-and-Play Semantic Continuous-Sparse Attention for Arbitrary Semantic Style Transfer

6 March 2025

Papers citing "SCSA: A Plug-and-Play Semantic Continuous-Sparse Attention for Arbitrary Semantic Style Transfer"

27 / 27 papers shown

Title
D2Styler: Advancing Arbitrary Style Transfer with Discrete Diffusion Methods Onkar Susladkar Gayatri Deshmukh Sparsh Mittal Parth Shastri DiffM 64 3 0 07 Aug 2024
Style Injection in Diffusion: A Training-free Approach for Adapting Large-scale Diffusion Models for Style Transfer Jiwoo Chung Sangeek Hyun Jae-Pil Heo DiffM 75 100 0 11 Dec 2023
AesPA-Net: Aesthetic Pattern-Aware Style Transfer Networks Kibeom Hong Seogkyu Jeon Junsoo Lee Namhyuk Ahn Kunhee Kim Pilhyeon Lee Daesik Kim Youngjung Uh H. Byun 101 31 0 19 Jul 2023
AesUST: Towards Aesthetic-Enhanced Universal Style Transfer Zhizhong Wang Zhanjie Zhang Lei Zhao Zhiwen Zuo Ailin Li Wei Xing Dongming Lu 69 58 0 27 Aug 2022
Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization Yabin Zhang Minghan Li Ruihuang Li Kui Jia Lei Zhang OOD 118 168 0 15 Mar 2022
Texture Reformer: Towards Fast and Universal Interactive Texture Transfer Zhizhong Wang Lei Zhao Haibo Chen Ailin Li Zhiwen Zuo Wei Xing Dongming Lu DiffM 63 15 0 06 Dec 2021
AdaAttN: Revisit Attention Mechanism in Arbitrary Neural Style Transfer Songhua Liu Tianwei Lin Dongliang He Fu Li Meiling Wang Xin Li Zhengxing Sun Qian Li Errui Ding 157 309 0 08 Aug 2021
StyTr $^2$ : Image Style Transfer with Transformers Yingying Deng Fan Tang Weiming Dong Chongyang Ma Xingjia Pan Lei Wang Changsheng Xu ViT 84 268 0 30 May 2021
ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows Jie An Siyu Huang Yibing Song Dejing Dou Wei Liu Jiebo Luo 94 192 0 31 Mar 2021
End-to-End Chinese Landscape Painting Creation Using Generative Adversarial Networks Alice Xue GAN 60 52 0 11 Nov 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 289 7,454 0 06 Oct 2020
Manifold Alignment for Semantically Aligned Style Transfer Jing Huo S. Jin Wenbin Li Jing Wu Yu-kun Lai Yinghuan Shi Yang Gao 84 48 0 21 May 2020
Dynamic Instance Normalization for Arbitrary Style Transfer Yongcheng Jing Xinyu Liu Yukang Ding Xinchao Wang Errui Ding Xiuming Zhang Shilei Wen 118 193 0 16 Nov 2019
Style Transfer by Relaxed Optimal Transport and Self-Similarity Nicholas I. Kolkin Jason Salavon Gregory Shakhnarovich 82 283 0 29 Apr 2019
Arbitrary Style Transfer with Style-Attentional Networks D. Park K. Lee 65 384 0 06 Dec 2018
Learning Linear Transformations for Fast Arbitrary Style Transfer Xueting Li Sifei Liu Jan Kautz Ming-Hsuan Yang 54 110 0 14 Aug 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 379 11,905 0 11 Jan 2018
Automatic Semantic Style Transfer using Deep Convolutional Neural Networks and Soft Masks Huihuang Zhao Paul L. Rosin Yu-kun Lai 50 63 0 31 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 730 132,363 0 12 Jun 2017
Universal Style Transfer via Feature Transforms Yijun Li Chen Fang Jimei Yang Zhaowen Wang Xin Lu Ming-Hsuan Yang DiffM 106 990 0 23 May 2017
Visual Attribute Transfer through Deep Image Analogy Jing Liao Yuan Yao Lu Yuan G. Hua S. B. Kang FAtt GAN OOD 77 521 0 02 May 2017
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization Xun Huang Serge J. Belongie OOD 181 4,372 0 20 Mar 2017
Fast Patch-based Style Transfer of Arbitrary Style T. Chen Mark Schmidt 93 378 0 13 Dec 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 242 10,262 0 27 Mar 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,341 0 18 May 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,479 0 04 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 575 27,325 0 01 Sep 2014