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"

39 / 89 papers shown

Title
What can a cook in Italy teach a mechanic in India? Action Recognition Generalisation Over Scenarios and Locations Chiara Plizzari Toby Perrett Barbara Caputo Dima Damen EgoV 13 16 0 14 Jun 2023
Test-Time Style Shifting: Handling Arbitrary Styles in Domain Generalization Jun-Gyu Park Dong-Jun Han Soyeong Kim Jaekyun Moon OOD TTA 11 11 0 08 Jun 2023
Treasure in Distribution: A Domain Randomization based Multi-Source Domain Generalization for 2D Medical Image Segmentation Ziyang Chen Yongsheng Pan Yiwen Ye Hengfei Cui Yong-quan Xia OOD 18 20 0 31 May 2023
Frequency Decomposition to Tap the Potential of Single Domain for Generalization Qing-sheng Yang Hongjing Niu Pengfei Xia Wei Zhang Bin Li OOD 21 0 0 14 Apr 2023
Patch-aware Batch Normalization for Improving Cross-domain Robustness Lei Qi Dongjia Zhao Yinghuan Shi Xin Geng OOD 20 0 0 06 Apr 2023
Learning Dynamic Style Kernels for Artistic Style Transfer Wenju Xu Chengjiang Long Yongwei Nie 11 14 0 02 Apr 2023
Anomaly Detection under Distribution Shift T. Cao Jiawen Zhu Guansong Pang 33 26 0 24 Mar 2023
Transforming Radiance Field with Lipschitz Network for Photorealistic 3D Scene Stylization Zicheng Zhang Yinglu Liu Congying Han Yingwei Pan Tiande Guo Ting Yao 26 13 0 23 Mar 2023
ALOFT: A Lightweight MLP-like Architecture with Dynamic Low-frequency Transform for Domain Generalization Jintao Guo Na Wang Lei Qi Yinghuan Shi 17 33 0 21 Mar 2023
A Unified Arbitrary Style Transfer Framework via Adaptive Contrastive Learning Yu-xin Zhang Fan Tang Weiming Dong Haibin Huang Chongyang Ma Tong-Yee Lee Changsheng Xu 30 23 0 09 Mar 2023
EcoTTA: Memory-Efficient Continual Test-time Adaptation via Self-distilled Regularization Jun S. Song Jungsoo Lee In So Kweon Sungha Choi TTA 23 79 0 03 Mar 2023
Domain Generalisation via Domain Adaptation: An Adversarial Fourier Amplitude Approach Minyoung Kim Da Li Timothy M. Hospedales OOD 11 11 0 23 Feb 2023
Adversarial Style Augmentation for Domain Generalization Yabin Zhang Bin Deng Ruihuang Li K. Jia Lei Zhang AAML OOD 13 14 0 30 Jan 2023
DEJA VU: Continual Model Generalization For Unseen Domains Chenxi Liu Lixu Wang Lingjuan Lyu Chen Sun Xiao Wang Qi Zhu CLL OOD 16 22 0 25 Jan 2023
Modeling Uncertain Feature Representation for Domain Generalization Xiaotong Li Zixuan Hu Jun Liu Yixiao Ge Yongxing Dai Ling-Yu Duan OOD 19 3 0 16 Jan 2023
CLIP the Gap: A Single Domain Generalization Approach for Object Detection Vidit Vidit Martin Engilberge Mathieu Salzmann VLM ObjD 12 73 0 13 Jan 2023
QuantArt: Quantizing Image Style Transfer Towards High Visual Fidelity Siyu Huang Jie An D. Wei Jiebo Luo Hanspeter Pfister DiffM 11 28 0 20 Dec 2022
Domain Generalization with Correlated Style Uncertainty Zheyu Zhang Bin Wang Debesh Jha Ugur Demir Ulas Bagci OOD 19 5 0 20 Dec 2022
All-to-key Attention for Arbitrary Style Transfer Mingrui Zhu Xiao He N. Wang Xiaoyu Wang Xinbo Gao 19 21 0 08 Dec 2022
Causal Inference via Style Transfer for Out-of-distribution Generalisation Toan Nguyen Kien Do D. Nguyen Bao Duong T. Nguyen CML OODD OOD 14 4 0 06 Dec 2022
MicroAST: Towards Super-Fast Ultra-Resolution Arbitrary Style Transfer Zhizhong Wang Lei Zhao Zhiwen Zuo Ailin Li Haibo Chen Wei Xing Dongming Lu 22 48 0 28 Nov 2022
Direct-Effect Risk Minimization for Domain Generalization Yuhui Li Zejia Wu Chao Zhang Hongyang R. Zhang OOD 21 0 0 26 Nov 2022
Inversion-Based Style Transfer with Diffusion Models Yu-xin Zhang Nisha Huang Fan Tang Haibin Huang Chongyang Ma Weiming Dong Changsheng Xu DiffM 17 253 0 23 Nov 2022
Point-DAE: Denoising Autoencoders for Self-supervised Point Cloud Learning Yabin Zhang Jiehong Lin Ruihuang Li K. Jia Lei Zhang 3DPC 9 6 0 13 Nov 2022
DeepDC: Deep Distance Correlation as a Perceptual Image Quality Evaluator Hanwei Zhu Baoliang Chen Lingyu Zhu Shiqi Wang Weisi Lin 8 5 0 09 Nov 2022
Learning Less Generalizable Patterns with an Asymmetrically Trained Double Classifier for Better Test-Time Adaptation Thomas Duboudin Emmanuel Dellandréa Corentin Abgrall Gilles Hénaff Limin Chen TTA 12 1 0 17 Oct 2022
Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain Generalization Chaoqi Chen Luyao Tang Feng Liu Gangming Zhao Yue Huang Yizhou Yu 17 31 0 14 Oct 2022
Constrained Maximum Cross-Domain Likelihood for Domain Generalization Jianxin Lin Yongqiang Tang Junping Wang Wensheng Zhang OOD 14 3 0 09 Oct 2022
Bootstrap Generalization Ability from Loss Landscape Perspective Huanran Chen Shitong Shao Ziyi Wang Zirui Shang Jin Chen Xiaofeng Ji Xinxiao Wu OOD 61 17 0 18 Sep 2022
Mitigating Both Covariate and Conditional Shift for Domain Generalization Jianxin Lin Yongqiang Tang Junping Wang Wensheng Zhang OOD 18 3 0 17 Sep 2022
On-Device Domain Generalization Kaiyang Zhou Yuanhan Zhang Yuhang Zang Jingkang Yang Chen Change Loy Ziwei Liu OOD 17 4 0 15 Sep 2022
Take One Gram of Neural Features, Get Enhanced Group Robustness Simon Roburin Charles Corbière Gilles Puy Nicolas Thome Matthieu Aubry Renaud Marlet Patrick Pérez OOD 11 0 0 26 Aug 2022
Domain Decorrelation with Potential Energy Ranking Sen Pei Jiaxi Sun Richard Yi Da Xu Shiming Xiang Gaofeng Meng OOD 11 4 0 25 Jul 2022
$S$^{5}$Mars: Semi-Supervised Learning for Mars Semantic Segmentation$ S $^{5}$ Mars: Semi-Supervised Learning for Mars Semantic Segmentation Jiahang Zhang Lilang Lin Zejia Fan Wenjing Wang Jiaying Liu 20 5 0 04 Jul 2022
NICO++: Towards Better Benchmarking for Domain Generalization Xingxuan Zhang Linjun Zhou Renzhe Xu Haoxin Liu Zheyan Shen Peng Cui OOD 20 75 0 17 Apr 2022
Compound Domain Generalization via Meta-Knowledge Encoding Chaoqi Chen Jiongcheng Li Xiaoguang Han Xiaoqing Liu Yizhou Yu AI4CE 20 59 0 24 Mar 2022
PLACE dropout: A Progressive Layer-wise and Channel-wise Dropout for Domain Generalization Jintao Guo Lei Qi Yinghuan Shi Yang Gao OOD AI4CE 20 3 0 07 Dec 2021
Domain Adversarial Neural Networks for Domain Generalization: When It Works and How to Improve Anthony Sicilia Xingchen Zhao Seong Jae Hwang OOD AI4CE 11 45 0 07 Feb 2021
A Learned Representation For Artistic Style Vincent Dumoulin Jonathon Shlens M. Kudlur GAN 210 1,153 0 24 Oct 2016