Ziang Xu

11 papers Journal 5Unranked 6
YearRankTypeTitle / Venue / Authors
2024 J jnl
SSL-CPCD: Self-Supervised Learning With Composite Pretext-Class Discrimination for Improved Generalisability in Endoscopic Image Analysis.
IEEE Trans. Medical Imaging
Ziang Xu, Jens Rittscher, Sharib Ali
2024 J jnl
SSTFB: Leveraging self-supervised pretext learning and temporal self-attention with feature branching for real-time video polyp segmentation.
CoRR
Ziang Xu, Jens Rittscher, Sharib Ali
2024 J jnl
Self-supervised Monocular Depth and Pose Estimation for Endoscopy with Generative Latent Priors.
CoRR
Ziang Xu, Bin Li, Yang Hu, Chenyu Zhang, James East, Sharib Ali, Jens Rittscher
2023 J jnl
SSL-CPCD: Self-supervised learning with composite pretext-class discrimination for improved generalisability in endoscopic image analysis.
CoRR
Ziang Xu, Jens Rittscher, Sharib Ali
2023 — conf
Vision Transformer-Based Self-supervised Learning for Ulcerative Colitis Grading in Colonoscopy.
DEMI@MICCAI
Ajay Pyatha, Ziang Xu, Sharib Ali
2022 — conf
Additive Angular Margin Loss and Model Scaling Network for Optimised Colitis Scoring.
ISBI
Ziang Xu, Sharib Ali, James E. East, Jens Rittscher
2022 — conf
Patch-Level Instance-Group Discrimination with Pretext-Invariant Learning for Colitis Scoring.
MLMI@MICCAI
Ziang Xu, Sharib Ali, Soumya Gupta, Simon Leedham, James E. East, Jens Rittscher
2022 J jnl
Patch-level instance-group discrimination with pretext-invariant learning for colitis scoring.
CoRR
Ziang Xu, Sharib Ali, Soumya Gupta, Simon Leedham, James E. East, Jens Rittscher
2022 — conf
Self-supervised Approach for a Fully Assistive Esophageal Surveillance: Quality, Anatomy and Neoplasia Guidance.
CaPTion@MICCAI
Ziang Xu, Sharib Ali, Numan Celik, Adam Bailey, Barbara Braden, Jens Rittscher
2022 — conf
UNet-eVAE: Iterative Refinement Using VAE Embodied Learning for Endoscopic Image Segmentation.
MLMI@MICCAI
Soumya Gupta, Sharib Ali, Ziang Xu, Binod Bhattarai, Ben Turney, Jens Rittscher
2021 — conf
Improved Artifact Detection in Endoscopy Imaging Through Profile Pruning.
MIUA
Ziang Xu, Sharib Ali, Soumya Gupta, Numan Celik, Jens Rittscher