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

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

8 December 2016
Judy Hoffman
Dequan Wang
Feng Yu
Trevor Darrell
    OOD
ArXiv (abs)PDFHTML

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
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
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
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
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
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
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
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
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
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
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
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
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
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
Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation
Lukas Hoyer
Dengxin Dai
Luc Van Gool
AI4CEOOD
131
27
0
26 Apr 2023
Augmentation-based Domain Generalization for Semantic Segmentation
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
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
OODAI4CE
100
36
0
24 Apr 2023
CoMaL: Conditional Maximum Likelihood Approach to Self-supervised Domain
  Adaptation in Long-tail Semantic Segmentation
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
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
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
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
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
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
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
Distribution Aligned Diffusion and Prototype-guided network for Unsupervised Domain Adaptive Segmentation
Haipeng Zhou
Lei Zhu
Yuyin Zhou
DiffMMedIm
70
2
0
22 Mar 2023
Focus on Your Target: A Dual Teacher-Student Framework for
  Domain-adaptive Semantic Segmentation
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
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
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
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
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
ViTTTA
86
6
0
24 Feb 2023
Semantic Image Segmentation: Two Decades of Research
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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