Rethink Arbitrary Style Transfer with Transformer and Contrastive Learning

21 April 2024

Papers citing "Rethink Arbitrary Style Transfer with Transformer and Contrastive Learning"

27 / 27 papers shown

Title
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 144 4 0 11 Mar 2025
Towards Highly Realistic Artistic Style Transfer via Stable Diffusion with Step-aware and Layer-aware Prompt Zhanjie Zhang Quanwei Zhang Huaizhong Lin Wei Xing Juncheng Mo ... Guangyuan Li Junsheng Luan Lei Zhao Dalong Zhang Lixia Chen DiffM 60 14 0 17 Apr 2024
Rethinking Diffusion Model for Multi-Contrast MRI Super-Resolution Guangyuan Li Chen Rao Juncheng Mo Zhanjie Zhang Wei Xing Lei Zhao MedIm 53 21 0 07 Apr 2024
Domain Enhanced Arbitrary Image Style Transfer via Contrastive Learning Yuxin Zhang Fan Tang Weiming Dong Haibin Huang Chongyang Ma Tong-Yee Lee Changsheng Xu 116 159 0 19 May 2022
CLIPstyler: Image Style Transfer with a Single Text Condition Gihyun Kwon Jong Chul Ye VLM CLIP 69 242 0 01 Dec 2021
3D Photo Stylization: Learning to Generate Stylized Novel Views from a Single Image Fangzhou Mu Jian Wang Yichen Wu Yin Li DiffM 3DH 54 48 0 30 Nov 2021
DRB-GAN: A Dynamic ResBlock Generative Adversarial Network for Artistic Style Transfer Wenju Xu Chengjiang Long Ruisheng Wang Guanghui Wang GAN 86 79 0 17 Aug 2021
StyTr $^2$ : Image Style Transfer with Transformers Yingying Deng Fan Tang Weiming Dong Chongyang Ma Xingjia Pan Lei Wang Changsheng Xu ViT 65 265 0 30 May 2021
Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation Hu Cao Yueyue Wang Jieneng Chen Dongsheng Jiang Xiaopeng Zhang Qi Tian Manning Wang ViT MedIm 80 2,879 0 12 May 2021
Contrastive Learning for Compact Single Image Dehazing Haiyan Wu Yanyun Qu Shaohui Lin Jingren Zhou Ruizhi Qiao Zhizhong Zhang Yuan Xie Lizhuang Ma 165 570 0 19 Apr 2021
ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows Jie An Siyu Huang Yibing Song Dejing Dou Wei Liu Jiebo Luo 60 192 0 31 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 396 21,281 0 25 Mar 2021
Skeleton-based Action Recognition via Spatial and Temporal Transformer Networks Chiara Plizzari Marco Cannici Matteo Matteucci ViT MedIm 65 305 0 17 Aug 2020
Arbitrary Style Transfer via Multi-Adaptation Network Yingying Deng Fan Tang Weiming Dong Wen-Cheng Sun Feiyue Huang Changsheng Xu TTA 57 180 0 27 May 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 446 3,422 0 09 Mar 2020
Dynamic Instance Normalization for Arbitrary Style Transfer Yongcheng Jing Xinyu Liu Yukang Ding Xinchao Wang Errui Ding Xiuming Zhang Shilei Wen 107 193 0 16 Nov 2019
Arbitrary Style Transfer with Style-Attentional Networks D. Park K. Lee 50 380 0 06 Dec 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 169 19,204 0 13 Jan 2018
Universal Style Transfer via Feature Transforms Yijun Li Chen Fang Jimei Yang Zhaowen Wang Xin Lu Ming-Hsuan Yang DiffM 98 988 0 23 May 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 167 9,533 0 31 Mar 2017
StyleBank: An Explicit Representation for Neural Image Style Transfer Dongdong Chen Lu Yuan Jing Liao Nenghai Yu G. Hua 74 459 0 27 Mar 2017
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization Xun Huang Serge J. Belongie OOD 173 4,349 0 20 Mar 2017
A Learned Representation For Artistic Style Vincent Dumoulin Jonathon Shlens M. Kudlur GAN 295 1,161 0 24 Oct 2016
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 1.1K 14,518 0 07 Oct 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 332 10,467 0 21 Jul 2016
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 395 43,589 0 17 Sep 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 365 43,524 0 01 May 2014