ROAD: Reality Oriented Adaptation for Semantic Segmentation of Urban Scenes

30 November 2017

Luc Van Gool

Papers citing "ROAD: Reality Oriented Adaptation for Semantic Segmentation of Urban Scenes"

50 / 53 papers shown

Title
Utilizing Graph Generation for Enhanced Domain Adaptive Object Detection Mu Wang 44 0 0 23 Apr 2024
DARNet: Bridging Domain Gaps in Cross-Domain Few-Shot Segmentation with Dynamic Adaptation Haoran Fan Qi Fan M. Pagnucco Yang Song 13 3 0 08 Dec 2023
Condition-Invariant Semantic Segmentation Christos Sakaridis David Brüggemann F. I. F. Richard Yu Luc Van Gool 49 4 0 27 May 2023
FREDOM: Fairness Domain Adaptation Approach to Semantic Scene Understanding Thanh-Dat Truong Ngan Le Bhiksha Raj J. Cothren Khoa Luu 41 25 0 04 Apr 2023
HazardNet: Road Debris Detection by Augmentation of Synthetic Models Tae Eun Choe Jane Wu Xiao-Hui Lin Karen Kwon Min-Gyu Park 32 3 0 14 Mar 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 29 50 0 13 Feb 2023
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 50 7 0 01 Dec 2022
GCISG: Guided Causal Invariant Learning for Improved Syn-to-real Generalization Gilhyun Nam Gyeongjae Choi Kyungmin Lee OOD 18 4 0 22 Aug 2022
Subtype-Aware Dynamic Unsupervised Domain Adaptation Xiaofeng Liu Fangxu Xing Jane You Jun Lu C.-C. Jay Kuo G. El Fakhri Jonghye Woo OOD 39 6 0 16 Aug 2022
The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting Justin Kay Peter Kulits Suzanne Stathatos Siqi Deng Erik Young Sara Beery Grant Van Horn Pietro Perona 21 26 0 19 Jul 2022
Unsupervised Contrastive Domain Adaptation for Semantic Segmentation Feihu Zhang V. Koltun Philip H. S. Torr René Ranftl Stephan R. Richter 15 6 0 18 Apr 2022
Unsupervised Adaptation of Semantic Segmentation Models without Source Data S. Paul Ansh Khurana Gaurav Aggarwal OOD 120 7 0 04 Dec 2021
Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding Xianzheng Ma Zhixiang Wang Yacheng Zhan Yinqiang Zheng Zheng Wang Dengxin Dai Chia-Wen Lin 9 55 0 01 Dec 2021
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool AI4CE 21 450 0 29 Nov 2021
EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation Lin Wang Yujeong Chae Sung-Hoon Yoon Tae-Kyun Kim Kuk-Jin Yoon 28 63 0 24 Nov 2021
Exploiting Inter-pixel Correlations in Unsupervised Domain Adaptation for Semantic Segmentation Inseop Chung Jayeon Yoo Nojun Kwak 23 4 0 21 Oct 2021
Semi-supervised Domain Adaptation for Semantic Segmentation Ying Chen Ouyang Xu Kaiyue Zhu G. Agam 35 6 0 20 Oct 2021
Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu 145 212 0 07 Oct 2021
LIGA-Stereo: Learning LiDAR Geometry Aware Representations for Stereo-based 3D Detector Xiaoyang Guo Shaoshuai Shi Xiaogang Wang Hongsheng Li 3DPC 23 106 0 18 Aug 2021
Global and Local Texture Randomization for Synthetic-to-Real Semantic Segmentation Duo Peng Yinjie Lei Lingqiao Liu Pingping Zhang Jun Liu 22 73 0 05 Aug 2021
Multilevel Knowledge Transfer for Cross-Domain Object Detection Botos Csaba Xiaojuan Qi Arslan Chaudhry P. Dokania Philip H. S. Torr OOD 27 8 0 02 Aug 2021
Domain Adaptive Video Segmentation via Temporal Consistency Regularization Dayan Guan Jiaxing Huang Aoran Xiao Shijian Lu 15 37 0 23 Jul 2021
RDA: Robust Domain Adaptation via Fourier Adversarial Attacking Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu AAML 35 76 0 05 Jun 2021
Unsupervised Domain Adaptation of Object Detectors: A Survey Poojan Oza Vishwanath A. Sindagi Vibashan Vs Vishal M. Patel OOD ObjD 39 170 0 27 May 2021
Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation Suman Saha Anton Obukhov D. Paudel Menelaos Kanakis Yuhua Chen Stamatios Georgoulis Luc Van Gool OOD 31 55 0 17 May 2021
Self-supervised Augmentation Consistency for Adapting Semantic Segmentation Nikita Araslanov Stefan Roth 27 226 0 30 Apr 2021
Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation Qin Wang Dengxin Dai Lukas Hoyer Luc Van Gool Olga Fink OOD MDE 53 139 0 28 Apr 2021
Domain Adaptation for Semantic Segmentation via Patch-Wise Contrastive Learning Weizhe Liu David Ferstl S. Schulter L. Zebedin Pascal Fua C. Leistner 92 38 0 22 Apr 2021
Contrastive Syn-to-Real Generalization Wuyang Chen Zhiding Yu Shalini De Mello Sifei Liu J. Álvarez Zhangyang Wang Anima Anandkumar 15 46 0 06 Apr 2021
Leveraging Self-Supervision for Cross-Domain Crowd Counting Weizhe Liu N. Durasov Pascal Fua 13 40 0 30 Mar 2021
FSDR: Frequency Space Domain Randomization for Domain Generalization Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu 30 218 0 03 Mar 2021
Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation Xiao Han Lei Qi Qian Yu Ziqi Zhou Yefeng Zheng Yinghuan Shi Yang Gao OOD MedIm 24 76 0 18 Jan 2021
Towards Adaptive Semantic Segmentation by Progressive Feature Refinement Bin Zhang Shengjie Zhao Rongqing Zhang SSeg 16 4 0 30 Sep 2020
A Review of Single-Source Deep Unsupervised Visual Domain Adaptation Sicheng Zhao Xiangyu Yue Shanghang Zhang Bo-wen Li Han Zhao ... Ravi Krishna Joseph E. Gonzalez Alberto L. Sangiovanni-Vincentelli S. Seshia Kurt Keutzer 34 263 0 01 Sep 2020
Automated Synthetic-to-Real Generalization Wuyang Chen Zhiding Yu Zhangyang Wang Anima Anandkumar 12 68 0 14 Jul 2020
Map-Guided Curriculum Domain Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation Christos Sakaridis Dengxin Dai Luc Van Gool 27 158 0 28 May 2020
Source-Relaxed Domain Adaptation for Image Segmentation M. Bateson H. Kervadec Jose Dolz H. Lombaert Ismail Ben Ayed OOD MedIm 23 84 0 07 May 2020
FDA: Fourier Domain Adaptation for Semantic Segmentation Yanchao Yang Stefano Soatto OOD 24 882 0 11 Apr 2020
Spatial Attention Pyramid Network for Unsupervised Domain Adaptation Congcong Li Dawei Du Libo Zhang Longyin Wen Tiejian Luo Y. Wu Pengfei Zhu 16 112 0 29 Mar 2020
HeatNet: Bridging the Day-Night Domain Gap in Semantic Segmentation with Thermal Images Johan Vertens Jannik Zürn Wolfram Burgard 7 66 0 10 Mar 2020
Context-Aware Domain Adaptation in Semantic Segmentation Jinyu Yang Weizhi An Chao-chao Yan P. Zhao Junzhou Huang 31 56 0 09 Mar 2020
MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation Sicheng Zhao Bo-wen Li Xiangyu Yue Pengfei Xu Kurt Keutzer OOD 43 64 0 19 Feb 2020
Multi-source Domain Adaptation for Semantic Segmentation Sicheng Zhao Bo-wen Li Xiangyu Yue Yang Gu Pengfei Xu Runbo Hu Hua Chai Kurt Keutzer 30 159 0 27 Oct 2019
Knowledge Transfer Graph for Deep Collaborative Learning Soma Minami Tsubasa Hirakawa Takayoshi Yamashita H. Fujiyoshi 15 9 0 10 Sep 2019
Constructing Self-motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial Approach Qing Lian Fengmao Lv Lixin Duan Boqing Gong SSeg 39 224 0 26 Aug 2019
Constrained domain adaptation for Image segmentation M. Bateson Jose Dolz H. Kervadec H. Lombaert Ismail Ben Ayed GAN 15 25 0 08 Aug 2019
Self-supervised Learning with Geometric Constraints in Monocular Video: Connecting Flow, Depth, and Camera Yuhua Chen Cordelia Schmid C. Sminchisescu SSL MDE 20 243 0 12 Jul 2019
Exploring Object Relation in Mean Teacher for Cross-Domain Detection Qi Cai Yingwei Pan Chong-Wah Ngo Xinmei Tian Ling-yu Duan Ting Yao ViT OOD 19 306 0 25 Apr 2019
A Robust Learning Approach to Domain Adaptive Object Detection Mehran Khodabandeh Arash Vahdat Mani Ranjbar W. Macready ObjD OOD TTA 13 245 0 04 Apr 2019
Domain Adaptation for Structured Output via Discriminative Patch Representations Yi-Hsuan Tsai Kihyuk Sohn S. Schulter Manmohan Chandraker OOD 38 319 0 16 Jan 2019