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2001.04692
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Unsupervised Domain Adaptation for Mobile Semantic Segmentation based on Cycle Consistency and Feature Alignment
Image and Vision Computing (IVC), 2020
14 January 2020
Marco Toldo
Umberto Michieli
Gianluca Agresti
Pietro Zanuttigh
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Papers citing
"Unsupervised Domain Adaptation for Mobile Semantic Segmentation based on Cycle Consistency and Feature Alignment"
31 / 31 papers shown
FRIEREN: Federated Learning with Vision-Language Regularization for Segmentation
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205
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Generative AI for Enhanced Wildfire Detection: Bridging the Synthetic-Real Domain Gap
International Computer Science Conference (ICSC), 2025
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122
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02 Sep 2025
Collaborative Learning for Enhanced Unsupervised Domain Adaptation
Minhee Cho
Hyesong Choi
Hayeon Jo
Dongbo Min
391
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04 Sep 2024
Weatherproofing Retrieval for Localization with Generative AI and Geometric Consistency
Yannis Kalantidis
Mert Bulent Sariyildiz
Rafael Sampaio de Rezende
Philippe Weinzaepfel
Diane Larlus
G. Csurka
300
0
0
14 Feb 2024
Dual-level Interaction for Domain Adaptive Semantic Segmentation
Dongyu Yao
Boheng Li
311
6
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
292
19
0
15 Jun 2023
Towards Source-free Domain Adaptive Semantic Segmentation via Importance-aware and Prototype-contrast Learning
IEEE Transactions on Intelligent Vehicles (TIV), 2023
Yihong Cao
Hui Zhang
Xiao Lu
Zhen Xiao
Kailun Yang
Yaonan Wang
286
24
0
02 Jun 2023
Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated Driving
IEEE Access (IEEE Access), 2023
Manuel Schwonberg
J. Niemeijer
Jan-Aike Termöhlen
Jörg P. Schäfer
Nico M. Schmidt
Hanno Gottschalk
Tim Fingscheidt
OOD
AI4CE
279
51
0
24 Apr 2023
One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models
Yasser Benigmim
Subhankar Roy
S. Essid
Vicky Kalogeiton
Stéphane Lathuilière
DiffM
311
52
0
31 Mar 2023
Focus on Your Target: A Dual Teacher-Student Framework for Domain-adaptive Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2023
Xinyue Huo
Lingxi Xie
Wen-gang Zhou
Houqiang Li
Qi Tian
252
17
0
16 Mar 2023
Semantic Image Segmentation: Two Decades of Research
Foundations and Trends in Computer Graphics and Vision (FTCGV), 2023
G. Csurka
Riccardo Volpi
Boris Chidlovskii
3DV
327
85
0
13 Feb 2023
Reducing Annotation Effort by Identifying and Labeling Contextually Diverse Classes for Semantic Segmentation Under Domain Shift
Sharat Agarwal
Saket Anand
Chetan Arora
347
2
0
13 Oct 2022
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Donald Shenaj
Eros Fani
Marco Toldo
Debora Caldarola
A. Tavera
Umberto Michieli
Marco Ciccone
Pietro Zanuttigh
Barbara Caputo
FedML
244
47
0
05 Oct 2022
Cooperative Self-Training for Multi-Target Adaptive Semantic Segmentation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Yangsong Zhang
Subhankar Roy
Hongtao Lu
Elisa Ricci
Stéphane Lathuilière
TTA
247
7
0
04 Oct 2022
A Semantic Consistency Feature Alignment Object Detection Model Based on Mixed-Class Distribution Metrics
Lijun Gou
Jinrong Yang
Hangchen Yu
Pan Wang
Xiaoping Li
Chao Deng
144
2
0
12 Jun 2022
Domain-Agnostic Prior for Transfer Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
Xinyue Huo
Lingxi Xie
Hengtong Hu
Wen-gang Zhou
Houqiang Li
Qi Tian
258
39
0
06 Apr 2022
A-ACT: Action Anticipation through Cycle Transformations
Akash Gupta
Jingen Liu
Liefeng Bo
Amit K. Roy-Chowdhury
Tao Mei
239
8
0
02 Apr 2022
Continual Coarse-to-Fine Domain Adaptation in Semantic Segmentation
Image and Vision Computing (IVC), 2022
Donald Shenaj
F. Barbato
Umberto Michieli
Pietro Zanuttigh
CLL
293
17
0
18 Jan 2022
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey
G. Csurka
Riccardo Volpi
Boris Chidlovskii
OOD
VLM
3DV
264
43
0
06 Dec 2021
TridentAdapt: Learning Domain-invariance via Source-Target Confrontation and Self-induced Cross-domain Augmentation
Fengyi Shen
A. Gurram
Ahmet Faruk Tuna
O. Urfalioglu
Alois C. Knoll
299
4
0
30 Nov 2021
Road Scenes Segmentation Across Different Domains by Disentangling Latent Representations
The Visual Computer (TVC), 2021
F. Barbato
Umberto Michieli
Marco Toldo
Pietro Zanuttigh
475
7
0
06 Aug 2021
Contrastive Learning and Self-Training for Unsupervised Domain Adaptation in Semantic Segmentation
IEEE International Joint Conference on Neural Network (IJCNN), 2021
Robert A. Marsden
Alexander Bartler
Mario Döbler
Binh Yang
SSL
229
32
0
05 May 2021
Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation
F. Barbato
Marco Toldo
Umberto Michieli
Pietro Zanuttigh
445
22
0
06 Apr 2021
CoMoGAN: continuous model-guided image-to-image translation
Computer Vision and Pattern Recognition (CVPR), 2021
Fabio Pizzati
Pietro Cerri
Raoul de Charette
VLM
342
50
0
11 Mar 2021
Knowledge Distillation Methods for Efficient Unsupervised Adaptation Across Multiple Domains
Image and Vision Computing (IVC), 2021
Le Thanh Nguyen-Meidine
Atif Belal
M. Kiran
Jose Dolz
Louis-Antoine Blais-Morin
Mohammadhadi Shateri
225
30
0
18 Jan 2021
Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020
Marco Toldo
Umberto Michieli
Pietro Zanuttigh
OOD
328
48
0
25 Nov 2020
MODNet: Real-Time Trimap-Free Portrait Matting via Objective Decomposition
AAAI Conference on Artificial Intelligence (AAAI), 2020
Zhanghan Ke
Jiayu Sun
Kaican Li
Qiong Yan
Rynson W. H. Lau
484
217
0
24 Nov 2020
Unsupervised Domain Adaptation in Semantic Segmentation: a Review
Marco Toldo
Andrea Maracani
Umberto Michieli
Pietro Zanuttigh
SSeg
440
211
0
21 May 2020
Unsupervised Domain Adaptation with Multiple Domain Discriminators and Adaptive Self-Training
International Conference on Pattern Recognition (ICPR), 2020
Teo Spadotto
Marco Toldo
Umberto Michieli
Pietro Zanuttigh
300
22
0
27 Apr 2020
Towards Self-similarity Consistency and Feature Discrimination for Unsupervised Domain Adaptation
Chao Chen
Zhihang Fu
Zhihong Chen
Zhaowei Cheng
Xinyu Jin
Xiansheng Hua
340
7
0
13 Apr 2019
Adversarial Discriminative Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2017
Eric Tzeng
Judy Hoffman
Kate Saenko
Trevor Darrell
GAN
OOD
1.5K
5,156
0
17 Feb 2017
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