Unsupervised Domain Adaptation in Semantic Segmentation: a Review

21 May 2020

Papers citing "Unsupervised Domain Adaptation in Semantic Segmentation: a Review"

24 / 24 papers shown

Title
Compositional Semantic Mix for Domain Adaptation in Point Cloud Segmentation Cristiano Saltori Fabio Galasso G. Fiameni N. Sebe Fabio Poiesi Elisa Ricci 3DPC 27 19 0 28 Aug 2023
Tailored Multi-Organ Segmentation with Model Adaptation and Ensemble Jiahua Dong Guohua Cheng Yue Zhang Chengtao Peng Yu Song Ruofeng Tong Lanfen Lin Yen-Wei Chen 24 0 0 14 Apr 2023
DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion Models Weijia Wu Yuzhong Zhao Mike Zheng Shou Hong Zhou Chunhua Shen 31 140 0 21 Mar 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 24 49 0 13 Feb 2023
Key Design Choices for Double-Transfer in Source-Free Unsupervised Domain Adaptation Andrea Maracani Raffaello Camoriano Elisa Maiettini Davide Talon Lorenzo Rosasco Lorenzo Natale 21 2 0 10 Feb 2023
Learning with Style: Continual Semantic Segmentation Across Tasks and Domains Marco Toldo Umberto Michieli Pietro Zanuttigh CLL VLM 33 5 0 13 Oct 2022
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning Donald Shenaj Eros Fani Marco Toldo Debora Caldarola A. Tavera Umberto Michieli Marco Ciccone Pietro Zanuttigh Barbara Caputo FedML 21 39 0 05 Oct 2022
Source-Free Unsupervised Domain Adaptation with Norm and Shape Constraints for Medical Image Segmentation Satoshi Kondo OOD 19 4 0 03 Sep 2022
Unsupervised Domain Adaptation through Shape Modeling for Medical Image Segmentation Yuan Yao Fengze Liu Zongwei Zhou Yan Wang Wei Shen Alan L. Yuille Yongyi Lu OOD 8 9 0 06 Jul 2022
On the Road to Online Adaptation for Semantic Image Segmentation Riccardo Volpi Pau de Jorge Diane Larlus G. Csurka OffRL 21 25 0 30 Mar 2022
DGSS : Domain Generalized Semantic Segmentation using Iterative Style Mining and Latent Representation Alignment P. Shyam Antyanta Bangunharcana Kuk-Jin Yoon Kyung-soo Kim 19 5 0 26 Feb 2022
Continual Coarse-to-Fine Domain Adaptation in Semantic Segmentation Donald Shenaj F. Barbato Umberto Michieli Pietro Zanuttigh CLL 24 16 0 18 Jan 2022
ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation Lingdong Kong N. Quader Venice Erin Liong 8 48 0 30 Nov 2021
Mutually improved endoscopic image synthesis and landmark detection in unpaired image-to-image translation Lalith Sharan Gabriele Romano Sven Koehler Halvar Kelm M. Karck R. de Simone Sandy Engelhardt MedIm 32 28 0 14 Jul 2021
Conterfactual Generative Zero-Shot Semantic Segmentation Feihong Shen Jun Liu Ping Hu BDL 31 9 0 11 Jun 2021
A Survey on Deep Domain Adaptation for LiDAR Perception Larissa T. Triess M. Dreissig Christoph B. Rist J. Marius Zöllner 37 66 0 04 Jun 2021
Unsupervised Domain Adaptation of Object Detectors: A Survey Poojan Oza Vishwanath A. Sindagi Vibashan Vs Vishal M. Patel OOD ObjD 37 170 0 27 May 2021
Learning optical flow from still images Filippo Aleotti Matteo Poggi S. Mattoccia 3DPC 20 34 0 08 Apr 2021
Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer Jian Liang Dapeng Hu Yunbo Wang R. He Jiashi Feng 140 250 0 14 Dec 2020
Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings Marco Toldo Umberto Michieli Pietro Zanuttigh OOD 8 44 0 25 Nov 2020
Label-Driven Reconstruction for Domain Adaptation in Semantic Segmentation Jinyu Yang Weizhi An Sheng Wang Xinliang Zhu Chao-chao Yan Junzhou Huang 69 109 0 10 Mar 2020
Confidence Regularized Self-Training Yang Zou Zhiding Yu Xiaofeng Liu B. Kumar Jinsong Wang 216 789 0 26 Aug 2019
Fully Convolutional Adaptation Networks for Semantic Segmentation Yiheng Zhang Zhaofan Qiu Ting Yao Dong Liu Tao Mei SSeg OOD 158 347 0 23 Apr 2018
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 213 740 0 28 Mar 2018