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
What is the Added Value of UDA in the VFM Era? B. B. Englert Tommie Kerssies Gijs Dubbelman 39 0 0 25 Apr 2025
Scene-Centric Unsupervised Panoptic Segmentation Oliver Hahn Christoph Reich Nikita Araslanov Daniel Cremers Christian Rupprecht Stefan Roth OCL 57 0 0 02 Apr 2025
LangDA: Building Context-Awareness via Language for Domain Adaptive Semantic Segmentation Chang Liu Bavesh Balaji Saad Hossain C Thomas Kwei-Herng Lai Raviteja Vemulapalli Alexander Wong Sirisha Rambhatla 44 0 0 17 Mar 2025
SegDesicNet: Lightweight Semantic Segmentation in Remote Sensing with Geo-Coordinate Embeddings for Domain Adaptation Sachin Verma Frank Lindseth Gabriel Kiss 55 0 0 11 Mar 2025
A Study on Unsupervised Domain Adaptation for Semantic Segmentation in the Era of Vision-Language Models Manuel Schwonberg Claus Werner Hanno Gottschalk Carsten Meyer VLM 85 0 0 25 Nov 2024
Joint-Optimized Unsupervised Adversarial Domain Adaptation in Remote Sensing Segmentation with Prompted Foundation Model Shuchang Lyu Qi Zhao Guangliang Cheng Yiwei He Zheng Zhou Guangbiao Wang Zhenwei Shi 26 0 0 08 Nov 2024
SiamSeg: Self-Training with Contrastive Learning for Unsupervised Domain Adaptation Semantic Segmentation in Remote Sensing Bin Wang Fei Deng Shuang Wang Wen Luo Zhixuan Zhang Gulan Zhang Peifan Jiang SSL 14 0 0 17 Oct 2024
Reducing Semantic Ambiguity In Domain Adaptive Semantic Segmentation Via Probabilistic Prototypical Pixel Contrast Xiaoke Hao Shiyu Liu Chuanbo Feng Ye Zhu 28 0 0 27 Sep 2024
Layer-wise Model Merging for Unsupervised Domain Adaptation in Segmentation Tasks Roberto Alcover-Couso Juan C. Sanmiguel Marcos Escudero-Viñolo Jose M. Martínez FedML MoMe 23 1 0 24 Sep 2024
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation Björn Michele Alexandre Boulch Tuan-Hung Vu Gilles Puy Renaud Marlet Nicolas Courty TTA 26 0 0 06 Sep 2024
MV-Match: Multi-View Matching for Domain-Adaptive Identification of Plant Nutrient Deficiencies Jinhui Yi Yanan Luo Marion Deichmann Gabriel Schaaf Juergen Gall 24 0 0 02 Sep 2024
MICDrop: Masking Image and Depth Features via Complementary Dropout for Domain-Adaptive Semantic Segmentation Linyan Yang Lukas Hoyer Mark Weber Tobias Fischer Dengxin Dai Laura Leal-Taixé Marc Pollefeys Daniel Cremers Luc Van Gool MDE 32 3 0 29 Aug 2024
CARLA Drone: Monocular 3D Object Detection from a Different Perspective Johannes Meier Luca Scalerandi Oussema Dhaouadi Jacques Kaiser Nikita Araslanov Daniel Cremers 38 2 0 21 Aug 2024
Correlation Weighted Prototype-based Self-Supervised One-Shot Segmentation of Medical Images Siladittya Manna Saumik Bhattacharya Umapada Pal OOD 20 1 0 12 Aug 2024
Cross-Domain Semantic Segmentation on Inconsistent Taxonomy using VLMs Jeongkee Lim Yusung Kim 39 2 0 05 Aug 2024
PiPa++: Towards Unification of Domain Adaptive Semantic Segmentation via Self-supervised Learning Mu Chen Zhedong Zheng Yi Yang 38 0 0 24 Jul 2024
Training-Free Model Merging for Multi-target Domain Adaptation Wenyi Li Huan-ang Gao Mingju Gao Beiwen Tian Rong Zhi Hao Zhao MoMe 48 5 0 18 Jul 2024
FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification Yu Tian Congcong Wen Min Shi Muhammad Muneeb Afzal Hao Huang Muhammad Osama Khan Yan Luo Yi Fang Mengyu Wang OOD 36 7 0 11 Jul 2024
POSTURE: Pose Guided Unsupervised Domain Adaptation for Human Body Part Segmentation Arindam Dutta Rohit Lal Yash Garg Calvin-Khang Ta Dripta S. Raychaudhuri Hannah Dela Cruz A. Roy-Chowdhury 26 1 0 04 Jul 2024
Exploring the Benefits of Vision Foundation Models for Unsupervised Domain Adaptation B. B. Englert Fabrizio J. Piva Tommie Kerssies Daan de Geus Gijs Dubbelman 29 10 0 14 Jun 2024
Stable Neighbor Denoising for Source-free Domain Adaptive Segmentation Dong Zhao Shuang Wang Qi Zang Licheng Jiao N. Sebe Zhun Zhong 55 2 0 10 Jun 2024
EAGLE: Efficient Adaptive Geometry-based Learning in Cross-view Understanding Thanh-Dat Truong Utsav Prabhu Dongyi Wang Bhiksha Raj Susan Gauch J. Subbiah Khoa Luu 46 2 0 03 Jun 2024
360SFUDA++: Towards Source-free UDA for Panoramic Segmentation by Learning Reliable Category Prototypes Xueye Zheng Pengyuan Zhou Athanasios V. Vasilakos Lin Wang 38 12 0 25 Apr 2024
Unsupervised Domain Adaptation Architecture Search with Self-Training for Land Cover Mapping Clifford Broni-Bediako Junshi Xia Naoto Yokoya AI4CE 32 2 0 23 Apr 2024
Language-Guided Instance-Aware Domain-Adaptive Panoptic Segmentation Elham Amin Mansour Ozan Unal Suman Saha Benjamin Bejar Luc Van Gool 34 1 0 04 Apr 2024
Weakly-Supervised Cross-Domain Segmentation of Electron Microscopy with Sparse Point Annotation Dafei Qiu Shan Xiong Jiajin Yi Jialin Peng 27 1 0 31 Mar 2024
Self-Supervised Backbone Framework for Diverse Agricultural Vision Tasks Sudhir Sornapudi Rajhans Singh Corteva Agriscience SSL 17 1 0 22 Mar 2024
BSNet: Box-Supervised Simulation-assisted Mean Teacher for 3D Instance Segmentation Jiahao Lu Jiacheng Deng Tianzhu Zhang 45 5 0 22 Mar 2024
Improve Cross-domain Mixed Sampling with Guidance Training for Adaptive Segmentation Wenlve Zhou Zhiheng Zhou Tianlei Wang Delu Zeng 35 0 0 22 Mar 2024
Semantics from Space: Satellite-Guided Thermal Semantic Segmentation Annotation for Aerial Field Robots Connor T. Lee Saraswati Soedarmadji Matthew O. Anderson Anthony J. Clark Soon-Jo Chung 36 5 0 21 Mar 2024
When Cars meet Drones: Hyperbolic Federated Learning for Source-Free Domain Adaptation in Adverse Weather Giulia Rizzoli Matteo Caligiuri Donald Shenaj F. Barbato Pietro Zanuttigh 38 1 0 20 Mar 2024
Semantics, Distortion, and Style Matter: Towards Source-free UDA for Panoramic Segmentation Xueye Zheng Pengyuan Zhou Athanasios V. Vasilakos Lin Wang 40 19 0 19 Mar 2024
ECAP: Extensive Cut-and-Paste Augmentation for Unsupervised Domain Adaptive Semantic Segmentation Erik Brorsson Knut Åkesson Lennart Svensson Kristofer Bengtsson 41 0 0 06 Mar 2024
ControlUDA: Controllable Diffusion-assisted Unsupervised Domain Adaptation for Cross-Weather Semantic Segmentation Fengyi Shen Li Zhou Kagan Kucukaytekin Ziyuan Liu He Wang Alois C. Knoll DiffM 19 2 0 09 Feb 2024
MGAug: Multimodal Geometric Augmentation in Latent Spaces of Image Deformations Tonmoy Hossain Miaomiao Zhang 19 2 0 20 Dec 2023
All for One, and One for All: UrbanSyn Dataset, the third Musketeer of Synthetic Driving Scenes J. L. Gómez Manuel Silva Antonio Seoane Agnes Borrás Mario Noriega Germán Ros Jose A. Iglesias-Guitian Antonio M. López 3DPC 64 12 0 19 Dec 2023
Semantic Connectivity-Driven Pseudo-labeling for Cross-domain Segmentation Dong Zhao Rui Yang Shuang Wang Qi Zang Yang Hu Licheng Jiao N. Sebe Zhun Zhong 48 6 0 11 Dec 2023
FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene Understanding Thanh-Dat Truong Utsav Prabhu Bhiksha Raj Jackson Cothren Khoa Luu CLL 31 3 0 27 Nov 2023
Transferring to Real-World Layouts: A Depth-aware Framework for Scene Adaptation Mu Chen Zhedong Zheng Yi Yang 3DV 46 6 0 21 Nov 2023
Proposal-Level Unsupervised Domain Adaptation for Open World Unbiased Detector Xuanyi Liu Zhongqi Yue Xian-Sheng Hua 9 0 0 04 Nov 2023
Seeking Flat Minima with Mean Teacher on Semi- and Weakly-Supervised Domain Generalization for Object Detection Ryosuke Furuta Yoichi Sato 21 0 0 30 Oct 2023
Unsupervised Domain Adaptation for Semantic Segmentation with Pseudo Label Self-Refinement Xingchen Zhao Niluthpol Chowdhury Mithun Abhinav Rajvanshi Han-Pang Chiu S. Samarasekera 30 10 0 25 Oct 2023
FloCoDe: Unbiased Dynamic Scene Graph Generation with Temporal Consistency and Correlation Debiasing Anant Khandelwal 20 2 0 24 Oct 2023
Informative Data Mining for One-Shot Cross-Domain Semantic Segmentation Yuxi Wang Jian Liang J. Xiao Shuqi Mei Yu-Ren Yang Zhaoxiang Zhang VLM 17 6 0 25 Sep 2023
LiDAR-UDA: Self-ensembling Through Time for Unsupervised LiDAR Domain Adaptation Amirreza Shaban JoonHo Lee Sanghun Jung Xiangyun Meng Byron Boots 11 10 0 24 Sep 2023
MoDA: Leveraging Motion Priors from Videos for Advancing Unsupervised Domain Adaptation in Semantic Segmentation Fei Pan Xu Yin Seokju Lee Axi Niu Sungeui Yoon In So Kweon 24 1 0 21 Sep 2023
Few-shot Object Detection in Remote Sensing: Lifting the Curse of Incompletely Annotated Novel Objects Fahong Zhang Yilei Shi Zhitong Xiong Xiaoxiang Zhu ObjD 8 19 0 19 Sep 2023
Deep Video Codec Control for Vision Models Christoph Reich Biplob K. Debnath Deep Patel Tim Prangemeier Daniel Cremers S. Chakradhar 21 1 0 30 Aug 2023
A Re-Parameterized Vision Transformer (ReVT) for Domain-Generalized Semantic Segmentation Jan-Aike Termöhlen Tim Bartels Tim Fingscheidt ViT 13 6 0 25 Aug 2023
Unsupervised Domain Adaptation for Anatomical Landmark Detection Haibo Jin Haoxuan Che Haoxing Chen OOD 28 14 0 25 Aug 2023