Adversarial Learning and Self-Teaching Techniques for Domain Adaptation
in Semantic Segmentation

v1v2 (latest)

Adversarial Learning and Self-Teaching Techniques for Domain Adaptation in Semantic Segmentation

2 September 2019

Umberto Michieli

Matteo Biasetton

Gianluca Agresti

Pietro Zanuttigh

ArXiv (abs)PDF HTML

Papers citing "Adversarial Learning and Self-Teaching Techniques for Domain Adaptation in Semantic Segmentation"

15 / 15 papers shown

Title
Deep Transfer Learning for Kidney Cancer Diagnosis Yassine Habchi Hamza Kheddar Yassine Himeur A. Boukabou Shadi Atalla W. Mansoor Hussain Al-Ahmad Hussain Al Ahmad 117 5 0 08 Aug 2024
TiCoSS: Tightening the Coupling between Semantic Segmentation and Stereo Matching within A Joint Learning Framework Guanfeng Tang Zhiyuan Wu Jiahang Li Ping Zhong Xieyuanli Chen Xieyuanli Chen Huiming Lu Rui Fan 106 0 0 25 Jul 2024
Domain Adaptive Object Detection via Balancing Between Self-Training and Adversarial Learning Muhammad Akhtar Munir M. H. Khan M. Sarfraz Mohsen Ali ObjD 99 8 0 08 Nov 2023
Balancing the Picture: Debiasing Vision-Language Datasets with Synthetic Contrast Sets Brandon Smith Miguel Farinha Elizaveta Semenova Hannah Rose Kirk Aleksandar Shtedritski Max Bain 90 19 0 24 May 2023
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 92 39 0 05 Oct 2022
Road Scenes Segmentation Across Different Domains by Disentangling Latent Representations F. Barbato Umberto Michieli Marco Toldo Pietro Zanuttigh 93 8 0 06 Aug 2021
Why You Should Try the Real Data for the Scene Text Recognition V. Loginov 48 7 0 29 Jul 2021
Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation F. Barbato Marco Toldo Umberto Michieli Pietro Zanuttigh 88 20 0 06 Apr 2021
Unsupervised Domain Adaptation from Axial to Short-Axis Multi-Slice Cardiac MR Images by Incorporating Pretrained Task Networks Sven Koehler T. Hussain Zach Blair T. Huffaker Florian Ritzmann ... S. Sarikouch H. Latus G. Greil I. Wolf Sandy Engelhardt 119 8 0 19 Jan 2021
Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings Marco Toldo Umberto Michieli Pietro Zanuttigh OOD 91 44 0 25 Nov 2020
Unsupervised Domain Adaptation in Semantic Segmentation: a Review Marco Toldo Andrea Maracani Umberto Michieli Pietro Zanuttigh SSeg 157 185 0 21 May 2020
Unsupervised Domain Adaptation with Multiple Domain Discriminators and Adaptive Self-Training Teo Spadotto Marco Toldo Umberto Michieli Pietro Zanuttigh 75 23 0 27 Apr 2020
Unsupervised Domain Adaptation for Mobile Semantic Segmentation based on Cycle Consistency and Feature Alignment Marco Toldo Umberto Michieli Gianluca Agresti Pietro Zanuttigh 70 51 0 14 Jan 2020
Knowledge Distillation for Incremental Learning in Semantic Segmentation Umberto Michieli Pietro Zanuttigh CLL VLM 99 100 0 08 Nov 2019
Domain Bridge for Unpaired Image-to-Image Translation and Unsupervised Domain Adaptation Fabio Pizzati Raoul de Charette Michela Zaccaria Pietro Cerri 117 76 0 23 Oct 2019