Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation

11 July 2022

Papers citing "Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation"

50 / 51 papers shown

Title
Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation Siyu Chen Ting Han Changshe Zhang Xin Luo Meiliu Wu Guorong Cai Jinhe Su MDE 37 0 0 17 Apr 2025
Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination Qi Bi Jingjun Yi Haolan Zhan Wei Ji Gui-Song Xia 44 1 0 10 Apr 2025
Simultaneous Learning of Optimal Transports for Training All-to-All Flow-Based Condition Transfer Model Kotaro Ikeda Masanori Koyama Jinzhe Zhang Kohei Hayashi Kenji Fukumizu OT 87 0 0 04 Apr 2025
Feature Modulation for Semi-Supervised Domain Generalization without Domain Labels Venuri Amarasinghe Asini Jayakody Isun Randila Kalinga Bandara Chamuditha Jayanga Galappaththige Ranga Rodrigo 40 0 0 26 Mar 2025
FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation Dong Zhao Jinlong Li Shuang Wang Mengyao Wu Qi Zang N. Sebe Zhun Zhong 87 0 0 23 Mar 2025
Casual Inference via Style Bias Deconfounding for Domain Generalization Jiaxi Li Di Lin Hao Chen Hongying Liu Liang Wan Wei Feng OOD CML AI4CE 48 0 0 21 Mar 2025
Enhance Vision-Language Alignment with Noise Sida Huang Hongyuan Zhang Xuelong Li VLM 72 1 0 14 Dec 2024
A Study on Unsupervised Domain Adaptation for Semantic Segmentation in the Era of Vision-Language Models Manuel Schwonberg Claus Werner Hanno Gottschalk Carsten Meyer VLM 85 0 0 25 Nov 2024
Generalizable Person Re-identification via Balancing Alignment and Uniformity Y. Cho JaeYoon Kim Woo Jae Kim Junsik Jung Sung-eui Yoon CVBM OOD 75 0 0 18 Nov 2024
Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization Chamuditha Jayanaga Galappaththige Zachary Izzo Xilin He Honglu Zhou Muhammad Haris Khan 22 3 0 04 Sep 2024
Boosting Unconstrained Face Recognition with Targeted Style Adversary Mohammad Saeed Ebrahimi Saadabadi Sahar Rahimi Malakshan Seyed Rasoul Hosseini Nasser M. Nasrabadi CVBM 26 0 0 14 Aug 2024
Learning Spectral-Decomposed Tokens for Domain Generalized Semantic Segmentation Jingjun Yi Qi Bi Hao Zheng Haolan Zhan Wei Ji Yawen Huang Yuexiang Li Yefeng Zheng 24 8 0 26 Jul 2024
EMOE: Expansive Matching of Experts for Robust Uncertainty Based Rejection Yunni Qu James Wellnitz Alexander Tropsha Junier Oliva 24 0 0 03 Jun 2024
ED-SAM: An Efficient Diffusion Sampling Approach to Domain Generalization in Vision-Language Foundation Models Thanh-Dat Truong Xin Li Bhiksha Raj Jackson Cothren Khoa Luu DiffM VLM 33 1 0 03 Jun 2024
FreeTumor: Advance Tumor Segmentation via Large-Scale Tumor Synthesis Linshan Wu Jiaxin Zhuang Xuefeng Ni Hao Chen MedIm 21 12 0 03 Jun 2024
Diffusion Features to Bridge Domain Gap for Semantic Segmentation Yuxiang Ji Boyong He Chenyuan Qu Zhuoyue Tan Chuan Qin Liaoni Wu 37 2 0 02 Jun 2024
StyDeSty: Min-Max Stylization and Destylization for Single Domain Generalization Songhua Liu Xin Jin Xingyi Yang Jingwen Ye Xinchao Wang OOD 36 1 0 01 Jun 2024
Multi-Target Unsupervised Domain Adaptation for Semantic Segmentation without External Data Yonghao Xu Pedram Ghamisi Yannis Avrithis OOD 32 1 0 10 May 2024
Learning Expressive Disentangled Speech Representations with Soft Speech Units and Adversarial Style Augmentation Yimin Deng Jianzong Wang Xulong Zhang Ning Cheng Jing Xiao 18 0 0 01 May 2024
Unknown Domain Inconsistency Minimization for Domain Generalization Seungjae Shin Heesun Bae Byeonghu Na Yoon-Yeong Kim Il-Chul Moon 20 1 0 12 Mar 2024
Overcoming Data Inequality across Domains with Semi-Supervised Domain Generalization Jinha Park Won-Yong Cho Taesup Kim 30 0 0 08 Mar 2024
AdvST: Revisiting Data Augmentations for Single Domain Generalization Guangtao Zheng Mengdi Huai Aidong Zhang 27 14 0 20 Dec 2023
Collaborating Foundation Models for Domain Generalized Semantic Segmentation Yasser Benigmim Subhankar Roy S. Essid Vicky Kalogeiton Stéphane Lathuilière 18 12 0 15 Dec 2023
DARNet: Bridging Domain Gaps in Cross-Domain Few-Shot Segmentation with Dynamic Adaptation Haoran Fan Qi Fan M. Pagnucco Yang Song 6 3 0 08 Dec 2023
Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation Zhixiang Wei Lin Chen Yi Jin Xiaoxiao Ma Tianle Liu Pengyang Lin Ben Wang H. Chen Jinjin Zheng 30 41 0 07 Dec 2023
DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control Yuru Jia Lukas Hoyer Shengyu Huang Tianfu Wang Luc Van Gool Konrad Schindler Anton Obukhov DiffM 33 18 0 05 Dec 2023
Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation J. Niemeijer Manuel Schwonberg Jan-Aike Termöhlen Nico M. Schmidt Tim Fingscheidt DiffM 26 15 0 04 Dec 2023
Wild-Tab: A Benchmark For Out-Of-Distribution Generalization In Tabular Regression Sergey Kolesnikov CML OOD 12 4 0 04 Dec 2023
Generalizable Person Search on Open-world User-Generated Video Content Junjie Li Guanshuo Wang Yichao Yan Fufu Yu Qiong Jia Jie Qin Shouhong Ding Xiaokang Yang 16 0 0 16 Oct 2023
IBAFormer: Intra-batch Attention Transformer for Domain Generalized Semantic Segmentation Qiyu Sun Huilin Chen Meng Zheng Ziyan Wu Michael Felsberg Yang Tang 20 3 0 12 Sep 2023
On the Fly Neural Style Smoothing for Risk-Averse Domain Generalization Akshay Mehra Yunbei Zhang B. Kailkhura Jihun Hamm 21 2 0 17 Jul 2023
Learning to Augment: Hallucinating Data for Domain Generalized Segmentation Qiyu Sun Pavlo Melnyk M. Felsberg Yang Tang 21 0 0 04 Jul 2023
Learning Content-enhanced Mask Transformer for Domain Generalized Urban-Scene Segmentation Qi Bi Shaodi You Theo Gevers ViT 19 39 0 01 Jul 2023
Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool AI4CE OOD 21 23 0 26 Apr 2023
Augmentation-based Domain Generalization for Semantic Segmentation Manuel Schwonberg Fadoua El Bouazati Nico M. Schmidt Hanno Gottschalk 24 7 0 24 Apr 2023
Any-to-Any Style Transfer: Making Picasso and Da Vinci Collaborate Songhua Liu Jingwen Ye Xinchao Wang DiffM 19 18 0 19 Apr 2023
ERM++: An Improved Baseline for Domain Generalization Piotr Teterwak Kuniaki Saito Theodoros Tsiligkaridis Kate Saenko Bryan A. Plummer OOD 20 9 0 04 Apr 2023
Randomized Adversarial Style Perturbations for Domain Generalization Taehoon Kim Bohyung Han AAML 16 2 0 04 Apr 2023
Mind the Backbone: Minimizing Backbone Distortion for Robust Object Detection Kuniaki Saito Donghyun Kim Piotr Teterwak Rogerio Feris Kate Saenko 28 1 0 26 Mar 2023
Texture Learning Domain Randomization for Domain Generalized Segmentation Sunghwan Kim Dae-Hwan Kim Hoseong Kim 19 18 0 21 Mar 2023
Learning to Generalize towards Unseen Domains via a Content-Aware Style Invariant Model for Disease Detection from Chest X-rays Mohammad Zunaed M. Haque Taufiq Hasan OOD 12 5 0 27 Feb 2023
StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning Yu Fu Yu Xie Yanwei Fu Yugang Jiang 23 31 0 18 Feb 2023
Adversarial Style Augmentation for Domain Generalization Yabin Zhang Bin Deng Ruihuang Li K. Jia Lei Zhang AAML OOD 18 14 0 30 Jan 2023
Domain Generalization with Correlated Style Uncertainty Zheyu Zhang Bin Wang Debesh Jha Ugur Demir Ulas Bagci OOD 25 5 0 20 Dec 2022
Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain Generalization Yuyang Zhao Zhun Zhong Na Zhao N. Sebe G. Lee 19 29 0 18 Dec 2022
Synthetic-to-Real Domain Generalized Semantic Segmentation for 3D Indoor Point Clouds Yuyang Zhao Na Zhao G. Lee 3DPC 14 5 0 09 Dec 2022
MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation C. L. P. Chen Zeju Li C. Ouyang Matthew Sinclair Wenjia Bai Daniel Rueckert OOD 21 30 0 02 Jun 2022
Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation Yuyang Zhao Zhun Zhong Na Zhao N. Sebe G. Lee 25 99 0 06 Apr 2022
Semi-Supervised Domain Generalization with Evolving Intermediate Domain Luojun Lin Han Xie Zhishu Sun Weijie Chen Wenxi Liu Yuanlong Yu Lei Zhang 17 10 0 19 Nov 2021
A Learned Representation For Artistic Style Vincent Dumoulin Jonathon Shlens M. Kudlur GAN 210 1,156 0 24 Oct 2016