Domain Adaptation for Semantic Segmentation with Maximum Squares Loss

30 September 2019

Papers citing "Domain Adaptation for Semantic Segmentation with Maximum Squares Loss"

50 / 155 papers shown

Title
DUDA: Distilled Unsupervised Domain Adaptation for Lightweight Semantic Segmentation Beomseok Kang Niluthpol Chowdhury Mithun Abhinav Rajvanshi Han-Pang Chiu S. Samarasekera 24 0 0 14 Apr 2025
CrackUDA: Incremental Unsupervised Domain Adaptation for Improved Crack Segmentation in Civil Structures Kushagra Srivastava Damodar Datta Kancharla Rizvi Tahereen P. Ramancharla Ravi Kiran Sarvadevabhatla Harikumar Kandath 70 0 0 20 Dec 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 31 0 0 08 Nov 2024
AdaShadow: Responsive Test-time Model Adaptation in Non-stationary Mobile Environments Cheng Fang Sicong Liu Zimu Zhou Bin Guo Jiaqi Tang Ke Ma Zhiwen Yu TTA 31 1 0 10 Oct 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
SimMAT: Exploring Transferability from Vision Foundation Models to Any Image Modality Chenyang Lei Liyi Chen Jun Cen Xiao Chen Zhen Lei Felix Heide Ziwei Liu Qifeng Chen Zhaoxiang Zhang 44 0 0 12 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 31 0 0 06 Sep 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
Unsupervised Domain Adaptive Lane Detection via Contextual Contrast and Aggregation Kunyang Zhou Yunjian Feng Jun Li 40 1 0 18 Jul 2024
Gradient-based Class Weighting for Unsupervised Domain Adaptation in Dense Prediction Visual Tasks Roberto Alcover-Couso Marcos Escudero-Viñolo Juan C. Sanmiguel Jesús Bescós AI4CE 34 3 0 01 Jul 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
Open-Set Domain Adaptation for Semantic Segmentation Seun-An Choe Ah-Hyung Shin Keon-Hee Park Jinwoo Choi Gyeong-Moon Park 32 6 0 30 May 2024
Adversarial Reweighting with $α$ -Power Maximization for Domain Adaptation Xiang Gu Xi Yu Yan Yang Jian Sun Zongben Xu 41 0 0 26 Apr 2024
360SFUDA++: Towards Source-free UDA for Panoramic Segmentation by Learning Reliable Category Prototypes Xueye Zheng Pengyuan Zhou Athanasios V. Vasilakos Lin Wang 41 12 0 25 Apr 2024
Enhancing AI Diagnostics: Autonomous Lesion Masking via Semi-Supervised Deep Learning Ting-Ruen Wei Michele Hell Dang Bich Thuy Le Aren T Vierra Ran Pang Mahesh Patel Young Kang Yuling Yan 33 0 0 18 Apr 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
Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining Jiahao Nie Yun Xing Gongjie Zhang Pei Yan Aoran Xiao Yap-Peng Tan Alex C. Kot Shijian Lu 23 5 0 16 Jan 2024
Adversarial Semi-Supervised Domain Adaptation for Semantic Segmentation: A New Role for Labeled Target Samples Marwa Kechaou Mokhtar Z. Alaya Romain Hérault Gilles Gasso GAN 16 0 0 12 Dec 2023
HD Maps are Lane Detection Generalizers: A Novel Generative Framework for Single-Source Domain Generalization Daeun Lee Minhyeok Heo Jiwon Kim 20 0 0 28 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
Improving Source-Free Target Adaptation with Vision Transformers Leveraging Domain Representation Images Gauransh Sawhney Daksh Dave Adeel Ahmed Jiechao Gao Khalid Saleem 23 0 0 21 Nov 2023
Test-Time Training for Semantic Segmentation with Output Contrastive Loss Yunlong Zhang Yuxuan Sun Sunyi Zheng Zhongyi Shui Chenglu Zhu Lin Yang VLM 26 3 0 14 Nov 2023
Robust Unsupervised Domain Adaptation by Retaining Confident Entropy via Edge Concatenation Hye-Seong Hong Abhishek Kumar Dong-Gyu Lee AAML 24 5 0 11 Oct 2023
Leveraging Topology for Domain Adaptive Road Segmentation in Satellite and Aerial Imagery Javed Iqbal Aliza Masood Waqas Sultani Mohsen Ali 16 9 0 27 Sep 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 25 6 0 25 Sep 2023
MoPA: Multi-Modal Prior Aided Domain Adaptation for 3D Semantic Segmentation Haozhi Cao Yuecong Xu Jianfei Yang Peng Yin Shenghai Yuan Lihua Xie 32 14 0 21 Sep 2023
Local-Global Pseudo-label Correction for Source-free Domain Adaptive Medical Image Segmentation Yanyu Ye Zheng-Wei Zhang Chunna Tianb Wei Wei 17 4 0 28 Aug 2023
GeT: Generative Target Structure Debiasing for Domain Adaptation Can Zhang G. Lee DiffM 26 2 0 20 Aug 2023
Towards Open-Set Test-Time Adaptation Utilizing the Wisdom of Crowds in Entropy Minimization Jungsoo Lee Debasmit Das Jaegul Choo Sungha Choi TTA VLM 30 26 0 14 Aug 2023
SegDA: Maximum Separable Segment Mask with Pseudo Labels for Domain Adaptive Semantic Segmentation Anant Khandelwal 21 1 0 10 Aug 2023
Label Calibration for Semantic Segmentation Under Domain Shift Ondrej Bohdal Da Li Timothy M. Hospedales VLM 15 3 0 20 Jul 2023
Pseudo-Trilateral Adversarial Training for Domain Adaptive Traversability Prediction Zheng Chen Durgakant Pushp J. Gregory Lantao Liu AAML 9 1 0 26 Jun 2023
Towards Source-free Domain Adaptive Semantic Segmentation via Importance-aware and Prototype-contrast Learning Yihong Cao Hui Zhang Xiao-Qiang Lu Zhen Xiao Kailun Yang Yaonan Wang 24 7 0 02 Jun 2023
Source-Free Domain Adaptation for RGB-D Semantic Segmentation with Vision Transformers Giulia Rizzoli Donald Shenaj Pietro Zanuttigh ViT 27 8 0 23 May 2023
DynamicKD: An Effective Knowledge Distillation via Dynamic Entropy Correction-Based Distillation for Gap Optimizing Songling Zhu Ronghua Shang Bo Yuan Weitong Zhang Yangyang Li Licheng Jiao 18 7 0 09 May 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
Noisy Universal Domain Adaptation via Divergence Optimization for Visual Recognition Qing Yu Atsushi Hashimoto Yoshitaka Ushiku NoLa 17 1 0 20 Apr 2023
Dual Stage Stylization Modulation for Domain Generalized Semantic Segmentation Gabriel Tjio Ping Liu C. Kwoh Joey Tianyi Zhou 37 0 0 18 Apr 2023
Amplifying Sine Unit: An Oscillatory Activation Function for Deep Neural Networks to Recover Nonlinear Oscillations Efficiently J. Rahman Faiza Makhdoom D. Lu 14 7 0 18 Apr 2023
Applications of Deep Learning for Top-View Omnidirectional Imaging: A Survey Jingrui Yu A. P. Grassi G. Hirtz ObjD 22 6 0 17 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 24 1 0 14 Apr 2023
Reconstruction-driven Dynamic Refinement based Unsupervised Domain Adaptation for Joint Optic Disc and Cup Segmentation Ziyang Chen Yongsheng Pan Yong-quan Xia MedIm 16 11 0 10 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
Domain Adaptive Semantic Segmentation by Optimal Transport Yaqian Guo X. Wang Ce Li Shihui Ying OT 19 10 0 29 Mar 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts Jian Liang R. He Tien-Ping Tan OOD VLM TTA 27 202 0 27 Mar 2023
Both Style and Distortion Matter: Dual-Path Unsupervised Domain Adaptation for Panoramic Semantic Segmentation Xueye Zheng Jinjing Zhu Yexin Liu Zidong Cao Chong Fu Lin Wang MDE 24 33 0 25 Mar 2023
DARE-GRAM : Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices Ismail Nejjar Qin Wang Olga Fink 41 30 0 23 Mar 2023
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 23 8 0 16 Mar 2023