Self-supervised Augmentation Consistency for Adapting Semantic Segmentation

30 April 2021

Papers citing "Self-supervised Augmentation Consistency for Adapting Semantic Segmentation"

50 / 134 papers shown

Title
Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin Memory Jingyi Zhang Jiaxing Huang Xue-Qiu Jiang Shijian Lu 27 15 0 25 Aug 2023
SUMMIT: Source-Free Adaptation of Uni-Modal Models to Multi-Modal Targets Cody Simons Dripta S. Raychaudhuri Sk. Miraj Ahmed Suya You Konstantinos Karydis A. Roy-Chowdhury 19 3 0 23 Aug 2023
SegDA: Maximum Separable Segment Mask with Pseudo Labels for Domain Adaptive Semantic Segmentation Anant Khandelwal 16 1 0 10 Aug 2023
Online Self-Supervised Thermal Water Segmentation for Aerial Vehicles Connor T. Lee Jonathan Gustafsson Frennert L. Gan M. Anderson Soon-Jo Chung 8 5 0 18 Jul 2023
Dual-level Interaction for Domain Adaptive Semantic Segmentation Dongyu Yao Boheng Li 19 3 0 16 Jul 2023
Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic Segmentation Tianyu Li Subhankar Roy Huayi Zhou Hongtao Lu Stéphane Lathuilière 19 12 0 15 Jun 2023
Weakly supervised information extraction from inscrutable handwritten document images S. Paul Gagan Madan Akankshya Mishra N. Hegde Pradeep Kumar Gaurav Aggarwal MedIm 11 3 0 12 Jun 2023
Using Unreliable Pseudo-Labels for Label-Efficient Semantic Segmentation Haochen Wang Yuchao Wang Yujun Shen Junsong Fan Yuxi Wang Zhaoxiang Zhang UQCV 24 10 0 04 Jun 2023
Balancing Logit Variation for Long-tailed Semantic Segmentation Yuchao Wang Jingjing Fei Haochen Wang Wei Li Tianpeng Bao Liwei Wu Rui Zhao Yujun Shen 27 25 0 03 Jun 2023
Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments Thanh-Dat Truong Hoang-Quan Nguyen Bhiksha Raj Khoa Luu CLL 24 12 0 25 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 38 7 0 23 May 2023
Regularizing Self-training for Unsupervised Domain Adaptation via Structural Constraints Rajshekhar Das Jonathan M Francis Sanket Vaibhav Mehta Jean Oh Emma Strubell Jose Moura 13 1 0 29 Apr 2023
EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation Suman Saha Lukas Hoyer Anton Obukhov Dengxin Dai Luc Van Gool 56 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 23 23 0 26 Apr 2023
Augmentation-based Domain Generalization for Semantic Segmentation Manuel Schwonberg Fadoua El Bouazati Nico M. Schmidt Hanno Gottschalk 29 7 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 28 31 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 19 1 0 14 Apr 2023
CROVIA: Seeing Drone Scenes from Car Perspective via Cross-View Adaptation Thanh-Dat Truong C. Duong Ashley Dowling S. L. Phung J. Cothren Khoa Luu 34 2 0 14 Apr 2023
DiGA: Distil to Generalize and then Adapt for Domain Adaptive Semantic Segmentation Fengyi Shen A. Gurram Ziyuan Liu He Wang Alois Knoll 8 26 0 05 Apr 2023
FREDOM: Fairness Domain Adaptation Approach to Semantic Scene Understanding Thanh-Dat Truong Ngan Le Bhiksha Raj J. Cothren Khoa Luu 39 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 45 27 0 31 Mar 2023
Bidirectional Domain Mixup for Domain Adaptive Semantic Segmentation Daehan Kim Min-seok Seo Kwanyong Park Inkyu Shin Sanghyun Woo In-So Kweon Dong-Geol Choi 16 13 0 17 Mar 2023
A Threefold Review on Deep Semantic Segmentation: Efficiency-oriented, Temporal and Depth-aware design F. M. Barbosa Fernando Santos Osório 19 1 0 08 Mar 2023
Traffic Scene Parsing through the TSP6K Dataset Peng-Tao Jiang Yuqi Yang Yang Cao Qibin Hou Ming-Ming Cheng Chunhua Shen ViT 21 2 0 06 Mar 2023
IDA: Informed Domain Adaptive Semantic Segmentation Zheng Chen Zhengming Ding J. Gregory Lantao Liu 38 9 0 05 Mar 2023
Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic Segmentation Chuanglu Zhu Kebin Liu Wenqi Tang Ke Mei Jiaqi Zou Tiejun Huang 49 1 0 14 Feb 2023
Distributed Traffic Synthesis and Classification in Edge Networks: A Federated Self-supervised Learning Approach Yong Xiao Rong Xia Yingyu Li Guangming Shi Diep N. Nguyen D. Hoang Dusit Niyato Marwan Krunz 21 12 0 01 Feb 2023
Iterative Loop Method Combining Active and Semi-Supervised Learning for Domain Adaptive Semantic Segmentation Licong Guan Xue Yuan 17 9 0 31 Jan 2023
Self-training via Metric Learning for Source-Free Domain Adaptation of Semantic Segmentation Ibrahim Batuhan Akkaya U. Halici TTA 16 2 0 08 Dec 2022
MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation Lukas Hoyer Dengxin Dai Haoran Wang Luc Van Gool 44 220 0 02 Dec 2022
Geometry-Aware Network for Domain Adaptive Semantic Segmentation Yinghong Liao Wending Zhou Xu Yan Shuguang Cui Yizhou Yu Zhen Li 3DPC 30 4 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 45 7 0 01 Dec 2022
MoDA: Map style transfer for self-supervised Domain Adaptation of embodied agents E. Lee Junho Kim Sang-Woo Park Y. Kim TTA 11 7 0 29 Nov 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 29 8 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 20 4 0 27 Nov 2022
Progressive Learning with Cross-Window Consistency for Semi-Supervised Semantic Segmentation Bo Dang Yansheng Li Yongjun Zhang Jiayi Ma SSL 20 0 0 22 Nov 2022
Computational Imaging for Machine Perception: Transferring Semantic Segmentation beyond Aberrations Qi Jiang Haowen Shi Shaohua Gao Jiaming Zhang Kailun Yang Lei Sun Huajian Ni Kaiwei Wang 19 5 0 21 Nov 2022
PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation Mu Chen Zhedong Zheng Yi Yang Tat-Seng Chua 40 53 0 14 Nov 2022
HAVANA: Hard negAtiVe sAmples aware self-supervised coNtrastive leArning for Airborne laser scanning point clouds semantic segmentation Yunsheng Zhang Jianguo Yao Ruixiang Zhang Siyang Chen Haif Li 15 0 0 19 Oct 2022
WUDA: Unsupervised Domain Adaptation Based on Weak Source Domain Labels Shengjie Liu Chuanglu Zhu Wenqi Tang 25 0 0 05 Oct 2022
Online pseudo labeling for polyp segmentation with momentum networks Toan Pham Van Linh Doan Bao Thanh-Tung Nguyen Duc Trung Tran Quan Nguyen D. V. Sang 28 5 0 29 Sep 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 29 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 27 37 0 16 Sep 2022
Learning from Future: A Novel Self-Training Framework for Semantic Segmentation Ye Du Yujun Shen Haochen Wang Jingjing Fei Wei Li Liwei Wu Rui Zhao Zehua Fu Qingjie Liu 42 29 0 15 Sep 2022
Threshold-adaptive Unsupervised Focal Loss for Domain Adaptation of Semantic Segmentation Wei Yan Yeqiang Qian Chunxiang Wang Ming Yang 21 16 0 23 Aug 2022
Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation Junjie Li Zilei Wang Yuan Gao Xiaoming Hu 18 15 0 12 Aug 2022
Domain-invariant Prototypes for Semantic Segmentation Zhengeng Yang Hongshan Yu Wei Sun Li Cheng Ajmal Saeed Mian 34 2 0 12 Aug 2022
Semantic Self-adaptation: Enhancing Generalization with a Single Sample Sherwin Bahmani Oliver Hahn Eduard Zamfir Nikita Araslanov Daniel Cremers Stefan Roth OOD TTA VLM 30 6 0 10 Aug 2022
Cluster-to-adapt: Few Shot Domain Adaptation for Semantic Segmentation across Disjoint Labels Tarun Kalluri Manmohan Chandraker VLM 22 11 0 04 Aug 2022
ML-BPM: Multi-teacher Learning with Bidirectional Photometric Mixing for Open Compound Domain Adaptation in Semantic Segmentation Fei Pan S. Hur Seokju Lee Junsik Kim In So Kweon 27 11 0 19 Jul 2022