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SS-SFDA : Self-Supervised Source-Free Domain Adaptation for Road
  Segmentation in Hazardous Environments

SS-SFDA : Self-Supervised Source-Free Domain Adaptation for Road Segmentation in Hazardous Environments

27 November 2020
D. Kothandaraman
Rohan Chandra
Tianyi Zhou
    TTA
ArXivPDFHTML

Papers citing "SS-SFDA : Self-Supervised Source-Free Domain Adaptation for Road Segmentation in Hazardous Environments"

26 / 26 papers shown
Title
SNE-RoadSeg: Incorporating Surface Normal Information into Semantic
  Segmentation for Accurate Freespace Detection
SNE-RoadSeg: Incorporating Surface Normal Information into Semantic Segmentation for Accurate Freespace Detection
Rui Fan
Haoyu Wang
Peide Cai
Ming-Yuan Liu
75
152
0
26 Aug 2020
Self-Supervised Drivable Area and Road Anomaly Segmentation using RGB-D
  Data for Robotic Wheelchairs
Self-Supervised Drivable Area and Road Anomaly Segmentation using RGB-D Data for Robotic Wheelchairs
Haoyu Wang
Yuxiang Sun
Ming-Yuan Liu
44
62
0
12 Jul 2020
Domain Bridge for Unpaired Image-to-Image Translation and Unsupervised
  Domain Adaptation
Domain Bridge for Unpaired Image-to-Image Translation and Unsupervised Domain Adaptation
Fabio Pizzati
Raoul de Charette
Michela Zaccaria
Pietro Cerri
54
76
0
23 Oct 2019
Gated-SCNN: Gated Shape CNNs for Semantic Segmentation
Gated-SCNN: Gated Shape CNNs for Semantic Segmentation
Towaki Takikawa
David Acuna
Varun Jampani
Sanja Fidler
89
612
0
12 Jul 2019
Deep Modular Co-Attention Networks for Visual Question Answering
Deep Modular Co-Attention Networks for Visual Question Answering
Zhou Yu
Jun Yu
Yuhao Cui
Dacheng Tao
Q. Tian
87
805
0
25 Jun 2019
DADA: Depth-aware Domain Adaptation in Semantic Segmentation
DADA: Depth-aware Domain Adaptation in Semantic Segmentation
Tuan-Hung Vu
Himalaya Jain
Max Bucher
Matthieu Cord
P. Pérez
3DV
74
193
0
03 Apr 2019
Curriculum Model Adaptation with Synthetic and Real Data for Semantic
  Foggy Scene Understanding
Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding
Dengxin Dai
Daniel Gehrig
Simon Hecker
Luc Van Gool
71
140
0
05 Jan 2019
I Can See Clearly Now : Image Restoration via De-Raining
I Can See Clearly Now : Image Restoration via De-Raining
Horia Porav
Tom Bruls
Paul Newman
50
92
0
03 Jan 2019
Dual Attention Network for Scene Segmentation
Dual Attention Network for Scene Segmentation
J. Fu
Qingbin Liu
Haijie Tian
Yong Li
Yongjun Bao
Zhiwei Fang
Hanqing Lu
SSeg
320
5,107
0
09 Sep 2018
Model Adaptation with Synthetic and Real Data for Semantic Dense Foggy
  Scene Understanding
Model Adaptation with Synthetic and Real Data for Semantic Dense Foggy Scene Understanding
Daniel Gehrig
Dengxin Dai
Simon Hecker
Luc Van Gool
75
238
0
03 Aug 2018
Self-Attention Generative Adversarial Networks
Self-Attention Generative Adversarial Networks
Han Zhang
Ian Goodfellow
Dimitris N. Metaxas
Augustus Odena
GAN
145
3,726
0
21 May 2018
Learning to Adapt Structured Output Space for Semantic Segmentation
Learning to Adapt Structured Output Space for Semantic Segmentation
Yi-Hsuan Tsai
Wei-Chih Hung
S. Schulter
Kihyuk Sohn
Ming-Hsuan Yang
Manmohan Chandraker
OOD
SSeg
137
1,541
0
28 Feb 2018
Tell Me Where to Look: Guided Attention Inference Network
Tell Me Where to Look: Guided Attention Inference Network
Kunpeng Li
Ziyan Wu
Kuan-Chuan Peng
Jan Ernst
Y. Fu
109
531
0
27 Feb 2018
MAttNet: Modular Attention Network for Referring Expression
  Comprehension
MAttNet: Modular Attention Network for Referring Expression Comprehension
Licheng Yu
Zhe Lin
Xiaohui Shen
Jimei Yang
Xin Lu
Joey Tianyi Zhou
Tamara L. Berg
ObjD
97
828
0
24 Jan 2018
Learning from Synthetic Data: Addressing Domain Shift for Semantic
  Segmentation
Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation
S. Sankaranarayanan
Yogesh Balaji
Arpit Jain
Ser Nam Lim
Rama Chellappa
GAN
OOD
62
69
0
19 Nov 2017
CyCADA: Cycle-Consistent Adversarial Domain Adaptation
CyCADA: Cycle-Consistent Adversarial Domain Adaptation
Judy Hoffman
Eric Tzeng
Taesung Park
Jun-Yan Zhu
Phillip Isola
Kate Saenko
Alexei A. Efros
Trevor Darrell
142
3,000
0
08 Nov 2017
Semantic Foggy Scene Understanding with Synthetic Data
Semantic Foggy Scene Understanding with Synthetic Data
Daniel Gehrig
Dengxin Dai
Luc Van Gool
96
1,102
0
25 Aug 2017
Rethinking Atrous Convolution for Semantic Image Segmentation
Rethinking Atrous Convolution for Semantic Image Segmentation
Liang-Chieh Chen
George Papandreou
Florian Schroff
Hartwig Adam
SSeg
230
8,473
0
17 Jun 2017
Adversarial Discriminative Domain Adaptation
Adversarial Discriminative Domain Adaptation
Eric Tzeng
Judy Hoffman
Kate Saenko
Trevor Darrell
GAN
OOD
262
4,659
0
17 Feb 2017
Hierarchical Recurrent Attention Network for Response Generation
Hierarchical Recurrent Attention Network for Response Generation
Chen Xing
Wei Wu
Yu-Huan Wu
Ming Zhou
Yalou Huang
Wei-Ying Ma
63
209
0
25 Jan 2017
NIPS 2016 Tutorial: Generative Adversarial Networks
NIPS 2016 Tutorial: Generative Adversarial Networks
Ian Goodfellow
GAN
165
1,723
0
31 Dec 2016
Text-guided Attention Model for Image Captioning
Text-guided Attention Model for Image Captioning
Jonghwan Mun
Minsu Cho
Bohyung Han
VLM
39
93
0
12 Dec 2016
FCNs in the Wild: Pixel-level Adversarial and Constraint-based
  Adaptation
FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation
Judy Hoffman
Dequan Wang
Feng Yu
Trevor Darrell
OOD
89
788
0
08 Dec 2016
Pyramid Scene Parsing Network
Pyramid Scene Parsing Network
Hengshuang Zhao
Jianping Shi
Xiaojuan Qi
Xiaogang Wang
Jiaya Jia
VOS
SSeg
662
12,007
0
04 Dec 2016
Adversarial Feature Learning
Adversarial Feature Learning
Jiasen Lu
Philipp Krahenbuhl
Trevor Darrell
GAN
109
1,609
0
31 May 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding
The Cityscapes Dataset for Semantic Urban Scene Understanding
Marius Cordts
Mohamed Omran
Sebastian Ramos
Timo Rehfeld
Markus Enzweiler
Rodrigo Benenson
Uwe Franke
Stefan Roth
Bernt Schiele
1.1K
11,609
0
06 Apr 2016
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