FDS: Feedback-guided Domain Synthesis with Multi-Source Conditional
Diffusion Models for Domain Generalization

FDS: Feedback-guided Domain Synthesis with Multi-Source Conditional Diffusion Models for Domain Generalization

4 July 2024

Milad Cheraghalikhani

David Osowiechi

Moslem Yazdanpanah

Ismail Ben Ayed

Christian Desrosiers

Papers citing "FDS: Feedback-guided Domain Synthesis with Multi-Source Conditional Diffusion Models for Domain Generalization"

10 / 10 papers shown

Title
Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation J. Niemeijer Manuel Schwonberg Jan-Aike Termöhlen Nico M. Schmidt Tim Fingscheidt DiffM 26 15 0 04 Dec 2023
ClusT3: Information Invariant Test-Time Training G. A. V. Hakim David Osowiechi Mehrdad Noori Milad Cheraghalikhani Ismail Ben Ayed Christian Desrosiers TTA OOD 18 10 0 18 Oct 2023
Domain Generalization by Rejecting Extreme Augmentations Masih Aminbeidokhti F. Guerrero-Peña H. R. Medeiros Thomas Dubail Eric Granger M. Pedersoli ViT 30 3 0 10 Oct 2023
Diverse Weight Averaging for Out-of-Distribution Generalization Alexandre Ramé Matthieu Kirchmeyer Thibaud Rahier A. Rakotomamonjy Patrick Gallinari Matthieu Cord OOD 188 128 0 19 May 2022
SelfReg: Self-supervised Contrastive Regularization for Domain Generalization Daehee Kim Seunghyun Park Jinkyu Kim Jaekoo Lee OOD SSL 62 260 0 20 Apr 2021
SWAD: Domain Generalization by Seeking Flat Minima Junbum Cha Sanghyuk Chun Kyungjae Lee Han-Cheol Cho Seunghyun Park Yunsung Lee Sungrae Park MoMe 216 422 0 17 Feb 2021
Towards Recognizing Unseen Categories in Unseen Domains Massimiliano Mancini Zeynep Akata Elisa Ricci Barbara Caputo VLM 51 100 0 23 Jul 2020
Deep Domain-Adversarial Image Generation for Domain Generalisation Kaiyang Zhou Yongxin Yang Timothy M. Hospedales Tao Xiang OOD 204 402 0 12 Mar 2020
Out-of-Distribution Generalization via Risk Extrapolation (REx) David M. Krueger Ethan Caballero J. Jacobsen Amy Zhang Jonathan Binas Dinghuai Zhang Rémi Le Priol Aaron Courville OOD 215 888 0 02 Mar 2020
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 149 9,300 0 28 May 2015