FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation

8 December 2016

Judy Hoffman

Papers citing "FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation"

50 / 419 papers shown

Title
To Adapt or Not to Adapt? Real-Time Adaptation for Semantic Segmentation Marc Botet Colomer Pier Luigi Dovesi Theodoros Panagiotakopoulos J. Carvalho Linus Harenstam-Nielsen Hossein Azizpour Hedvig Kjellström Zorah Lähner Matteo Poggi TTA 95 10 0 27 Jul 2023
Space Engage: Collaborative Space Supervision for Contrastive-based Semi-Supervised Semantic Segmentation Changqi Wang Haoyu Xie Yuhui Yuan Chong Fu Xiangyu Yue VLM 81 11 0 19 Jul 2023
Dual-level Interaction for Domain Adaptive Semantic Segmentation Dongyu Yao Boheng Li 83 3 0 16 Jul 2023
Mx2M: Masked Cross-Modality Modeling in Domain Adaptation for 3D Semantic Segmentation Boxiang Zhang Zunran Wang Yonggen Ling Yuanyuan Guan Shenghao Zhang Wenhui Li 80 6 0 09 Jul 2023
Learning to Augment: Hallucinating Data for Domain Generalized Segmentation Qiyu Sun Pavlo Melnyk Michael Felsberg Yang Tang 126 0 0 04 Jul 2023
Pseudo-Trilateral Adversarial Training for Domain Adaptive Traversability Prediction Zheng Chen Durgakant Pushp Jason M. Gregory Lantao Liu AAML 62 1 0 26 Jun 2023
Enhancing Visual Domain Adaptation with Source Preparation Anirudh Ramesh Anurag Ghosh Christoph Mertz J. Schneider 73 1 0 16 Jun 2023
Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic Segmentation Tianyu Li Subhankar Roy Huayi Zhou Hongtao Lu Stéphane Lathuilière 112 12 0 15 Jun 2023
Using Unreliable Pseudo-Labels for Label-Efficient Semantic Segmentation Haochen Wang Yuchao Wang Yujun Shen Junsong Fan Yuxi Wang Zhaoxiang Zhang UQCV 82 10 0 04 Jun 2023
Towards Source-free Domain Adaptive Semantic Segmentation via Importance-aware and Prototype-contrast Learning Yihong Cao Hui Zhang Xiao Lu Zhen Xiao Kailun Yang Yaonan Wang 70 10 0 02 Jun 2023
Condition-Invariant Semantic Segmentation Daniel Gehrig David Brüggemann Feng Yu Luc Van Gool 222 5 0 27 May 2023
Pulling Target to Source: A New Perspective on Domain Adaptive Semantic Segmentation Haochen Wang Yujun Shen Jingjing Fei Wei Li Liwei Wu Yuxi Wang Zhaoxiang Zhang OOD 103 7 0 23 May 2023
EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation Suman Saha Lukas Hoyer Anton Obukhov Dengxin Dai Luc Van Gool 120 15 0 27 Apr 2023
Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool AI4CE OOD 131 27 0 26 Apr 2023
Augmentation-based Domain Generalization for Semantic Segmentation Manuel Schwonberg Fadoua El Bouazati Nico M. Schmidt Hanno Gottschalk 101 8 0 24 Apr 2023
Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated Driving Manuel Schwonberg J. Niemeijer Jan-Aike Termöhlen Jörg P. Schäfer Nico M. Schmidt Hanno Gottschalk Tim Fingscheidt OOD AI4CE 100 36 0 24 Apr 2023
CoMaL: Conditional Maximum Likelihood Approach to Self-supervised Domain Adaptation in Long-tail Semantic Segmentation Thanh-Dat Truong C. Duong Pierce Helton Ashley Dowling Xin Li Khoa Luu 76 1 0 14 Apr 2023
CROVIA: Seeing Drone Scenes from Car Perspective via Cross-View Adaptation Thanh-Dat Truong C. Duong Ashley Dowling Son Lam Phung J. Cothren Khoa Luu 81 2 0 14 Apr 2023
Reconstruction-driven Dynamic Refinement based Unsupervised Domain Adaptation for Joint Optic Disc and Cup Segmentation Ziyang Chen Yongsheng Pan Yong-quan Xia MedIm 81 13 0 10 Apr 2023
Exploiting the Complementarity of 2D and 3D Networks to Address Domain-Shift in 3D Semantic Segmentation Adriano Cardace Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 3DPC 108 12 0 06 Apr 2023
FREDOM: Fairness Domain Adaptation Approach to Semantic Scene Understanding Thanh-Dat Truong Ngan Le Bhiksha Raj J. Cothren Khoa Luu 106 25 0 04 Apr 2023
One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models Yasser Benigmim Subhankar Roy S. Essid Vicky Kalogeiton Stéphane Lathuilière DiffM 97 29 0 31 Mar 2023
Domain Adaptive Semantic Segmentation by Optimal Transport Yaqian Guo Xiao Wang Ce Li Shihui Ying OT 108 11 0 29 Mar 2023
Distribution Aligned Diffusion and Prototype-guided network for Unsupervised Domain Adaptive Segmentation Haipeng Zhou Lei Zhu Yuyin Zhou DiffM MedIm 70 2 0 22 Mar 2023
Focus on Your Target: A Dual Teacher-Student Framework for Domain-adaptive Semantic Segmentation Xinyue Huo Lingxi Xie Wen-gang Zhou Houqiang Li Qi Tian 82 8 0 16 Mar 2023
HazardNet: Road Debris Detection by Augmentation of Synthetic Models Tae Eun Choe Jane Wu Xiao-Hui Lin Karen Kwon Min-Gyu Park 72 4 0 14 Mar 2023
Contrastive Model Adaptation for Cross-Condition Robustness in Semantic Segmentation David Brüggemann Daniel Gehrig Tim Brödermann Luc Van Gool VLM 100 14 0 09 Mar 2023
IDA: Informed Domain Adaptive Semantic Segmentation Zheng Chen Zhengming Ding Jason M. Gregory Lantao Liu 106 10 0 05 Mar 2023
TransAdapt: A Transformative Framework for Online Test Time Adaptive Semantic Segmentation Debasmit Das Shubhankar Borse Hyojin Park K. Azarian H. Cai Risheek Garrepalli Fatih Porikli ViT TTA 86 6 0 24 Feb 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 94 53 0 13 Feb 2023
Domain Adaptation of Synthetic Driving Datasets for Real-World Autonomous Driving K. Mullick Harshil Jain Sanchit Gupta A. Kale OOD 65 4 0 08 Feb 2023
Learning Good Features to Transfer Across Tasks and Domains Pierluigi Zama Ramirez Adriano Cardace Luca de Luigi A. Tonioni Samuele Salti Luigi Di Stefano OOD 95 10 0 26 Jan 2023
MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation Munan Ning Donghuan Lu Yujia Xie Dongdong Chen Dong Wei Yefeng Zheng Yonghong Tian Shuicheng Yan Liuliang Yuan 89 9 0 18 Jan 2023
MSCDA: Multi-level Semantic-guided Contrast Improves Unsupervised Domain Adaptation for Breast MRI Segmentation in Small Datasets Sheng Kuang Henry C. Woodruff R. Granzier T. Nijnatten M. Lobbes M. Smidt Philippe Lambin S. Mehrkanoon 99 16 0 04 Jan 2023
I2F: A Unified Image-to-Feature Approach for Domain Adaptive Semantic Segmentation Haoyu Ma Xiangru Lin Yizhou Yu 258 15 0 03 Jan 2023
A Class-wise Non-salient Region Generalized Framework for Video Semantic Segmentation Yuhang Zhang Shishun Tian Muxin Liao Zhengyu Zhang Wenbin Zou Chen Xu 103 0 0 29 Dec 2022
Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain Generalization Yuyang Zhao Zhun Zhong Na Zhao N. Sebe G. Lee 130 32 0 18 Dec 2022
Domain Translation via Latent Space Mapping Tsiry Mayet Simon Bernard Clément Chatelain Romain Hérault 63 3 0 06 Dec 2022
MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation Lukas Hoyer Dengxin Dai Haoran Wang Luc Van Gool 139 230 0 02 Dec 2022
CONDA: Continual Unsupervised Domain Adaptation Learning in Visual Perception for Self-Driving Cars Thanh-Dat Truong Pierce Helton A. Moustafa J. Cothren Khoa Luu CLL 109 7 0 01 Dec 2022
CL3D: Unsupervised Domain Adaptation for Cross-LiDAR 3D Detection Xidong Peng Xinge Zhu Yuexin Ma 3DPC 90 29 0 01 Dec 2022
QuadFormer: Quadruple Transformer for Unsupervised Domain Adaptation in Power Line Segmentation of Aerial Images P. Rao Feng Qiao Weide Zhang Yiliang Xu Yong Deng Guangbin Wu Qiang Zhang 80 9 0 29 Nov 2022
Exploring Consistency in Cross-Domain Transformer for Domain Adaptive Semantic Segmentation Kaihong Wang Donghyun Kim Regerio Feris Kate Saenko Margrit Betke ViT 78 4 0 27 Nov 2022
Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object Mixing Kyusik Cho Suhyeon Lee Hongje Seong Euntai Kim 90 5 0 04 Nov 2022
Cross-Modality Domain Adaptation for Freespace Detection: A Simple yet Effective Baseline Yuan-Gen Wang Leyan Zhu Shaofei Huang Tianrui Hui Xiaojie Li Fei Wang Si Liu 85 9 0 06 Oct 2022
Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action Detection Yifan Lu Gurkirt Singh Suman Saha Luc Van Gool TTA 154 2 0 28 Sep 2022
Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation Lin Chen Zhixiang Wei Xin Jin H. Chen Miao Zheng Kaikang Chen Yi-jing Jin 124 37 0 16 Sep 2022
CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation Midhun Vayyat Jaswin Kasi Anuraag Bhattacharya Shuaib Ahmed Rahul Tallamraju 78 18 0 27 Aug 2022
Consistency Regularization for Domain Adaptation K. Koh Basura Fernando 76 3 0 23 Aug 2022
Threshold-adaptive Unsupervised Focal Loss for Domain Adaptation of Semantic Segmentation Wei Yan Yeqiang Qian Chunxiang Wang Ming Yang 81 19 0 23 Aug 2022