Exploring the Benefits of Vision Foundation Models for Unsupervised
Domain Adaptation

Exploring the Benefits of Vision Foundation Models for Unsupervised Domain Adaptation

14 June 2024

Fabrizio J. Piva

Tommie Kerssies

Papers citing "Exploring the Benefits of Vision Foundation Models for Unsupervised Domain Adaptation"

9 / 9 papers shown

Title
What is the Added Value of UDA in the VFM Era? B. B. Englert Tommie Kerssies Gijs Dubbelman 44 0 0 25 Apr 2025
Multi-label classification for multi-temporal, multi-spatial coral reef condition monitoring using vision foundation model with adapter learning Xinlei Shao Hongruixuan Chen Fan Zhao Kirsty Magson Jundong Chen Peiran Li J. Wang Jun Sasaki 44 0 0 29 Mar 2025
Your ViT is Secretly an Image Segmentation Model Tommie Kerssies Niccolò Cavagnero Alexander Hermans Narges Norouzi Giuseppe Averta Bastian Leibe Gijs Dubbelman Daan de Geus ViT VLM 64 1 0 24 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 90 0 0 25 Nov 2024
First Place Solution to the ECCV 2024 BRAVO Challenge: Evaluating Robustness of Vision Foundation Models for Semantic Segmentation Tommie Kerssies Daan de Geus Gijs Dubbelman 64 2 0 25 Sep 2024
The BRAVO Semantic Segmentation Challenge Results in UNCV2024 Tuan-Hung Vu Eduardo Valle Andrei Bursuc Tommie Kerssies Daan de Geus ... Michael J. Smith F. Ferrie Shamik Basu Christos Sakaridis Luc Van Gool UQCV VLM 41 3 0 23 Sep 2024
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,443 0 11 Nov 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 317 5,785 0 29 Apr 2021
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,198 0 01 Sep 2014