Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization

15 March 2022

Lei Zhang

Papers citing "Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization"

50 / 89 papers shown

Title
RLMiniStyler: Light-weight RL Style Agent for Arbitrary Sequential Neural Style Generation Jing Hu Chengming Feng Shu Hu Ming-Ching Chang Xin Li Xi Wu Xin Wang 24 0 0 07 May 2025
Style-Adaptive Detection Transformer for Single-Source Domain Generalized Object Detection Jianhong Han Yupei Wang Liang Chen ViT 42 0 0 29 Apr 2025
Mixture-of-Shape-Experts (MoSE): End-to-End Shape Dictionary Framework to Prompt SAM for Generalizable Medical Segmentation Jia Wei Xiaoqi Zhao Jonghye Woo J. Ouyang G. El Fakhri Qingyu Chen Xiaofeng Liu 22 0 0 13 Apr 2025
Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination Qi Bi Jingjun Yi Haolan Zhan Wei Ji Gui-Song Xia 36 1 0 10 Apr 2025
VITAL: More Understandable Feature Visualization through Distribution Alignment and Relevant Information Flow Ada Gorgun Bernt Schiele Jonas Fischer 29 0 0 28 Mar 2025
Pluggable Style Representation Learning for Multi-Style Transfer Hongda Liu Longguang Wang Weijun Guan Ye Zhang Yulan Guo 61 1 0 26 Mar 2025
SITA: Structurally Imperceptible and Transferable Adversarial Attacks for Stylized Image Generation Jingdan Kang Haoxin Yang Yan Cai Huaidong Zhang Xuemiao Xu Yong Du Shengfeng He AAML 41 0 0 25 Mar 2025
SaMam: Style-aware State Space Model for Arbitrary Image Style Transfer Hongda Liu Longguang Wang Ye Zhang Ziru Yu Yulan Guo Mamba 70 0 0 20 Mar 2025
AttenST: A Training-Free Attention-Driven Style Transfer Framework with Pre-Trained Diffusion Models Bo Huang Wenlun Xu Qizhuo Han Haodong Jing Ying Li DiffM 31 0 0 10 Mar 2025
SCSA: A Plug-and-Play Semantic Continuous-Sparse Attention for Arbitrary Semantic Style Transfer Chunnan Shang Zhizhong Wang Hongwei Wang Xiangming Meng 49 0 0 06 Mar 2025
GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution Shifts Sameer Ambekar Zehao Xiao Xiantong Zhen Cees G. M. Snoek OOD 60 0 0 15 Feb 2025
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices Yongzhe Jia Xuyun Zhang Hongsheng Hu K. Choo Lianyong Qi Xiaolong Xu Amin Beheshti Wanchun Dou MoMe FedML 81 0 0 08 Dec 2024
Decomposed Distribution Matching in Dataset Condensation Sahar Rahimi Malakshan Mohammad Saeed Ebrahimi Saadabadi Ali Dabouei Nasser M. Nasrabadi DD 69 1 0 06 Dec 2024
A Training-Free Approach for Music Style Transfer with Latent Diffusion Models Sooyoung Kim Joonwoo Kwon Heehwan Wang Shinjae Yoo Yuewei Lin Jiook Cha DiffM 70 1 0 24 Nov 2024
Towards Combating Frequency Simplicity-biased Learning for Domain Generalization Xilin He Jingyu Hu Qinliang Lin Cheng Luo Weicheng Xie Siyang Song M. H. Khan L. Shen 30 2 0 21 Oct 2024
Boosting Unconstrained Face Recognition with Targeted Style Adversary Mohammad Saeed Ebrahimi Saadabadi Sahar Rahimi Malakshan Seyed Rasoul Hosseini Nasser M. Nasrabadi CVBM 21 0 0 14 Aug 2024
HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts Hongjun Wang S. Vaze Kai Han 55 4 0 08 Aug 2024
Revisiting Adaptive Cellular Recognition Under Domain Shifts: A Contextual Correspondence View Jianan Fan Dongnan Liu Canran Li Hang Chang Heng-Chiao Huang Filip Braet Mei Chen Weidong Cai 24 4 0 14 Jul 2024
Adaptive Prediction Ensemble: Improving Out-of-Distribution Generalization of Motion Forecasting Jinning Li Jiachen Li Sangjae Bae David Isele 31 3 0 12 Jul 2024
StyleShot: A Snapshot on Any Style Junyao Gao Yanchen Liu Yanan Sun Yinhao Tang Yanhong Zeng Kai Chen Cairong Zhao TTA 3DH VLM 68 14 0 01 Jul 2024
RobustMVS: Single Domain Generalized Deep Multi-view Stereo Hongbin Xu Weitao Chen Baigui Sun Xuansong Xie Wenxiong Kang 18 2 0 15 May 2024
Dynamic Proxy Domain Generalizes the Crowd Localization by Better Binary Segmentation Junyu Gao Da Zhang Qiyu Wang Zhiyuan Zhao Xuelong Li 33 0 0 22 Apr 2024
Tuning-Free Adaptive Style Incorporation for Structure-Consistent Text-Driven Style Transfer Yanqi Ge Jiaqi Liu Qingnan Fan Xi Jiang Ye Huang Shuai Qin Hong Gu Wen Li Lixin Duan DiffM 33 1 0 10 Apr 2024
Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models Yabin Zhang Wen-Qing Zhu Hui Tang Zhiyuan Ma Kaiyang Zhou Lei Zhang VLM 29 20 0 26 Mar 2024
SETA: Semantic-Aware Token Augmentation for Domain Generalization Jintao Guo Lei Qi Yinghuan Shi Yang Gao ViT 16 1 0 18 Mar 2024
MoreStyle: Relax Low-frequency Constraint of Fourier-based Image Reconstruction in Generalizable Medical Image Segmentation Haoyu Zhao Wen-Wen Dong Rui Yu Zhou Zhao Bo Du Yongchao Xu OOD MedIm 32 4 0 18 Mar 2024
Uncertainty-guided Contrastive Learning for Single Source Domain Generalisation Anastasios Arsenos D. Kollias Evangelos Petrongonas Christos Skliros Stefanos D. Kollias 25 10 0 12 Mar 2024
Phrase Grounding-based Style Transfer for Single-Domain Generalized Object Detection Hao Li Wei Wang Cong Wang Zhigang Luo Xinwang Liu KenLi Li Xiaochun Cao ObjD 13 0 0 02 Feb 2024
Artwork Protection Against Neural Style Transfer Using Locally Adaptive Adversarial Color Attack Zhongliang Guo Junhao Dong Yifei Qian Kaixuan Wang Weiye Li Ziheng Guo Yuheng Wang Yanli Li Ognjen Arandjelović Lei Fang AAML 20 8 0 18 Jan 2024
Learning Generalizable Models via Disentangling Spurious and Enhancing Potential Correlations Na Wang Lei Qi Jintao Guo Yinghuan Shi Yang Gao OOD 19 4 0 11 Jan 2024
Mixture Data for Training Cannot Ensure Out-of-distribution Generalization Songming Zhang Yuxiao Luo Qizhou Wang Haoang Chi Xiaofeng Chen Bo Han Jinyan Li OODD 20 0 0 25 Dec 2023
Revisiting Knowledge Distillation under Distribution Shift Songming Zhang Ziyu Lyu Xiaofeng Chen 19 1 0 25 Dec 2023
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 19 17 0 11 Dec 2023
AesFA: An Aesthetic Feature-Aware Arbitrary Neural Style Transfer Joon-Byum Kwon Sooyoung Kim Yuewei Lin Shinjae Yoo Jiook Cha 8 10 0 10 Dec 2023
DoubleAUG: Single-domain Generalized Object Detector in Urban via Color Perturbation and Dual-style Memory Lei Qi Peng Dong Tan Xiong Hui Xue Xin Geng 18 4 0 22 Nov 2023
StableFDG: Style and Attention Based Learning for Federated Domain Generalization Jun-Gyu Park Dong-Jun Han Jinho Kim Shiqiang Wang Christopher G. Brinton Jaekyun Moon OOD FedML 16 14 0 01 Nov 2023
Domain Generalisation via Risk Distribution Matching Toan Nguyen Kien Do Bao Duong T. Nguyen OOD 8 3 0 28 Oct 2023
Activate and Reject: Towards Safe Domain Generalization under Category Shift Chaoqi Chen Luyao Tang Leitian Tao Hong-Yu Zhou Yue Huang Xiaoguang Han Yizhou Yu OOD 10 10 0 07 Oct 2023
DGM-DR: Domain Generalization with Mutual Information Regularized Diabetic Retinopathy Classification Aleksandr Matsun Dana O. Mohamed Sharon Chokuwa Muhammad Ridzuan Mohammad Yaqub OOD 33 2 0 18 Sep 2023
TSSAT: Two-Stage Statistics-Aware Transformation for Artistic Style Transfer Haibo Chen Lei Zhao Jun Yu Li Jian Yang 22 5 0 12 Sep 2023
DARC: Distribution-Aware Re-Coloring Model for Generalizable Nucleus Segmentation Shengcong Chen Changxing Ding Dacheng Tao Hao Chen 25 1 0 01 Sep 2023
DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization Jintao Guo Lei Qi Yinghuan Shi OOD 22 10 0 20 Aug 2023
StyleDiffusion: Controllable Disentangled Style Transfer via Diffusion Models Zhizhong Wang Lei Zhao Wei Xing DiffM 16 118 0 15 Aug 2023
Painterly Image Harmonization using Diffusion Model Lingxiao Lu Jiangtong Li Junyan Cao Li Niu Liqing Zhang DiffM 16 21 0 04 Aug 2023
A Novel Cross-Perturbation for Single Domain Generalization Dongjia Zhao Lei Qi Xiao Shi Yinghuan Shi Xin Geng 16 2 0 02 Aug 2023
Creative Birds: Self-Supervised Single-View 3D Style Transfer Renke Wang Guimin Que Shuo Chen Xiang Li Jun Yu Li Jian Yang 3DPC 13 6 0 26 Jul 2023
NormAUG: Normalization-guided Augmentation for Domain Generalization Lei Qi Hongpeng Yang Yinghuan Shi Xin Geng OOD 20 9 0 25 Jul 2023
Rethinking Mitosis Detection: Towards Diverse Data and Feature Representation Hao Wang Jiatai Lin Dan Li Jing Wang Bingchao Zhao ... C. Liang Guoqiang Han Li Liang Chu Han Zaiyi Liu 17 0 0 12 Jul 2023
MoP-CLIP: A Mixture of Prompt-Tuned CLIP Models for Domain Incremental Learning Julien Nicolas Florent Chiaroni Imtiaz Masud Ziko Ola Ahmad Christian Desrosiers Jose Dolz VLM CLL 11 5 0 11 Jul 2023
StyleStegan: Leak-free Style Transfer Based on Feature Steganography Xiujian Liang Bingshan Liu Qichao Ying Zhenxing Qian Xinpeng Zhang 19 0 0 01 Jul 2023