Image-to-image translation via hierarchical style disentanglement

X Li, S Zhang, J Hu, L Cao, X Hong… - Proceedings of the …, 2021 - openaccess.thecvf.com
Recently, image-to-image translation has made significant progress in achieving both multi-
label (ie, translation conditioned on different labels) and multi-style (ie, generation with …

Image2point: 3d point-cloud understanding with 2d image pretrained models

C Xu, S Yang, T Galanti, B Wu, X Yue, B Zhai… - … on Computer Vision, 2022 - Springer
Abstract 3D point-clouds and 2D images are different visual representations of the physical
world. While human vision can understand both representations, computer vision models …

Survey on unsupervised domain adaptation for semantic segmentation for visual perception in automated driving

M Schwonberg, J Niemeijer, JA Termöhlen… - IEEE …, 2023 - ieeexplore.ieee.org
Deep neural networks (DNNs) have proven their capabilities in the past years and play a
significant role in environment perception for the challenging application of automated …

Unsupervised domain adaptation for semantic segmentation by content transfer

S Lee, J Hyun, H Seong, E Kim - … of the AAAI conference on Artificial …, 2021 - ojs.aaai.org
In this paper, we tackle the unsupervised domain adaptation (UDA) for semantic
segmentation, which aims to segment the unlabeled real data using labeled synthetic data …

Disentangled-multimodal adversarial autoencoder: Application to infant age prediction with incomplete multimodal neuroimages

D Hu, H Zhang, Z Wu, F Wang, L Wang… - … on Medical Imaging, 2020 - ieeexplore.ieee.org
Effective fusion of structural magnetic resonance imaging (sMRI) and functional magnetic
resonance imaging (fMRI) data has the potential to boost the accuracy of infant age …

Double InfoGAN for Contrastive Analysis

F Carton, R Louiset, P Gori - International Conference on …, 2024 - proceedings.mlr.press
Contrastive Analysis (CA) deals with the discovery of what is common and what is distinctive
of a target domain compared to a background one. This is of great interest in many …

Transferring adult-like phase images for robust multi-view isointense infant brain segmentation

H Liu, J Huang, D Jia, Q Wang, J Xu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Accurate tissue segmentation of infant brain in magnetic resonance (MR) images is crucial
for charting early brain development and identifying biomarkers. Due to ongoing myelination …