UltraFlwr -- An Efficient Federated Surgical Object Detection Framework
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Yang, Kundu, Soumya Snigdha, Boels, Maxence, Mahmoodi, Toktam, Ourselin, Sebastien, Vercauteren, Tom, Dasgupta, Prokar, Shapey, Jonathan, Granados, Alejandro |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SuPRA: Surgical Phase Recognition and Anticipation for Intra-Operative Planning
by: Boels, Maxence, et al.
Published: (2024)
by: Boels, Maxence, et al.
Published: (2024)
SWAG: Long-term Surgical Workflow Prediction with Generative-based Anticipation
by: Boels, Maxence, et al.
Published: (2024)
by: Boels, Maxence, et al.
Published: (2024)
LoViT: Long Video Transformer for Surgical Phase Recognition
by: Liu, Yang, et al.
Published: (2023)
by: Liu, Yang, et al.
Published: (2023)
DARIL: When Imitation Learning outperforms Reinforcement Learning in Surgical Action Planning
by: Boels, Maxence, et al.
Published: (2025)
by: Boels, Maxence, et al.
Published: (2025)
Instance Awareness of Multi-class Semantic Segmentation Loss Functions
by: Kundu, Soumya Snigdha, et al.
Published: (2026)
by: Kundu, Soumya Snigdha, et al.
Published: (2026)
ReCAP: Recursive Cross Attention Network for Pseudo-Label Generation in Robotic Surgical Skill Assessment
by: Quarez, Julien, et al.
Published: (2024)
by: Quarez, Julien, et al.
Published: (2024)
Motion-Boundary-Driven Unsupervised Surgical Instrument Segmentation in Low-Quality Optical Flow
by: Liu, Yang, et al.
Published: (2024)
by: Liu, Yang, et al.
Published: (2024)
ArcSin: Adaptive ranged cosine Similarity injected noise for Language-Driven Visual Tasks
by: Liu, Yang, et al.
Published: (2024)
by: Liu, Yang, et al.
Published: (2024)
Label merge-and-split: A graph-colouring approach for memory-efficient brain parcellation
by: Kujawa, Aaron, et al.
Published: (2024)
by: Kujawa, Aaron, et al.
Published: (2024)
Joint Model Pruning and Resource Allocation for Wireless Time-triggered Federated Learning
by: Zhang, Xinlu, et al.
Published: (2024)
by: Zhang, Xinlu, et al.
Published: (2024)
TT-Prune: Joint Model Pruning and Resource Allocation for Communication-efficient Time-triggered Federated Learning
by: Zhang, Xinlu, et al.
Published: (2025)
by: Zhang, Xinlu, et al.
Published: (2025)
Redefining Instance Matching: A Unified Framework for Part-Aware Matching in Panoptic Segmentation Evaluation
by: Großkopf, Erik, et al.
Published: (2026)
by: Großkopf, Erik, et al.
Published: (2026)
A self-supervised and adversarial approach to hyperspectral demosaicking and RGB reconstruction in surgical imaging
by: Li, Peichao, et al.
Published: (2024)
by: Li, Peichao, et al.
Published: (2024)
Video-rate dual-modal forward-viewing photoacoustic and fluorescence endo-microscopy through a multimode fibre
by: Zhao, Tianrui, et al.
Published: (2021)
by: Zhao, Tianrui, et al.
Published: (2021)
DDSB: An Unsupervised and Training-free Method for Phase Detection in Echocardiography
by: Bu, Zhenyu, et al.
Published: (2024)
by: Bu, Zhenyu, et al.
Published: (2024)
OOD-SEG: Exploiting out-of-distribution detection techniques for learning image segmentation from sparse multi-class positive-only annotations
by: Wang, Junwen, et al.
Published: (2024)
by: Wang, Junwen, et al.
Published: (2024)
xApp Conflict Mitigation with Scheduler
by: Cinemre, Idris, et al.
Published: (2025)
by: Cinemre, Idris, et al.
Published: (2025)
LBR-Stack: ROS 2 and Python Integration of KUKA FRI for Med and IIWA Robots
by: Huber, Martin, et al.
Published: (2023)
by: Huber, Martin, et al.
Published: (2023)
A Clinical Guideline Driven Automated Linear Feature Extraction for Vestibular Schwannoma
by: Wijethilake, Navodini, et al.
Published: (2023)
by: Wijethilake, Navodini, et al.
Published: (2023)
A generalisable head MRI defacing pipeline: Evaluation on 2,566 meningioma scans
by: Macias, Lorena Garcia-Foncillas, et al.
Published: (2025)
by: Macias, Lorena Garcia-Foncillas, et al.
Published: (2025)
A comparative study of analytical models of diffuse reflectance in homogeneous biological tissues: Gelatin‐based phantoms and Monte Carlo experiments
by: Anisha Bahl, et al.
Published: (2024)
by: Anisha Bahl, et al.
Published: (2024)
Tree-based Semantic Losses: Application to Sparsely-supervised Large Multi-class Hyperspectral Segmentation
by: Wang, Junwen, et al.
Published: (2025)
by: Wang, Junwen, et al.
Published: (2025)
A comparative study of analytical models of diffuse reflectance in homogeneous biological tissues: Gelatin based phantoms and Monte Carlo experiments
by: Bahl, Anisha, et al.
Published: (2023)
by: Bahl, Anisha, et al.
Published: (2023)
Communication-Aware Knowledge Distillation for Federated LLM Fine-Tuning over Wireless Networks
by: Zhang, Xinlu, et al.
Published: (2025)
by: Zhang, Xinlu, et al.
Published: (2025)
Stabilizing Temporal Inference Dynamics for Online Surgical Phase Recognition
by: Liu, Yang, et al.
Published: (2026)
by: Liu, Yang, et al.
Published: (2026)
Transferring Relative Monocular Depth to Surgical Vision with Temporal Consistency
by: Budd, Charlie, et al.
Published: (2024)
by: Budd, Charlie, et al.
Published: (2024)
Scribble-Based Interactive Segmentation of Medical Hyperspectral Images
by: Wang, Zhonghao, et al.
Published: (2024)
by: Wang, Zhonghao, et al.
Published: (2024)
A Formal Approach For Modelling And Analysing Surgical Procedures (Extended Version)
by: Sandu, Ioana, et al.
Published: (2024)
by: Sandu, Ioana, et al.
Published: (2024)
Direct-Conflict Resolution in Intent-Driven Autonomous Networks
by: Cinmere, Idris, et al.
Published: (2024)
by: Cinmere, Idris, et al.
Published: (2024)
Quantification of dual-state 5-ALA-induced PpIX fluorescence: Methodology and validation in tissue-mimicking phantoms
by: Ségaud, Silvère, et al.
Published: (2025)
by: Ségaud, Silvère, et al.
Published: (2025)
X-RAFT: Cross-Modal Non-Rigid Registration of Blue and White Light Neurosurgical Hyperspectral Images
by: Budd, Charlie, et al.
Published: (2025)
by: Budd, Charlie, et al.
Published: (2025)
Advancing value‐based healthcare in urology to improve outcomes that matter to patients
by: Lucinda Gabriel, et al.
Published: (2025)
by: Lucinda Gabriel, et al.
Published: (2025)
Multitask Learning in Minimally Invasive Surgical Vision: A Review
by: Alabi, Oluwatosin, et al.
Published: (2024)
by: Alabi, Oluwatosin, et al.
Published: (2024)
Hydra: Marker-Free RGB-D Hand-Eye Calibration
by: Huber, Martin, et al.
Published: (2025)
by: Huber, Martin, et al.
Published: (2025)
Spinal Osteophyte Detection via Robust Patch Extraction on minimally annotated X-rays
by: Kundu, Soumya Snigdha, et al.
Published: (2024)
by: Kundu, Soumya Snigdha, et al.
Published: (2024)
KneeXNeT: An Ensemble-Based Approach for Knee Radiographic Evaluation
by: Srikijkasemwat, Nicharee, et al.
Published: (2024)
by: Srikijkasemwat, Nicharee, et al.
Published: (2024)
A 360° multidisciplinary appraisal of novel surgical technologies – is this a new standard?
by: Anthony Emmanuel, et al.
Published: (2025)
by: Anthony Emmanuel, et al.
Published: (2025)
Themed Challenges to Solve Data Scarcity in Africa: A Proposition for Increasing Local Data Collection and Integration
by: Yakubu, Mubaraq, et al.
Published: (2025)
by: Yakubu, Mubaraq, et al.
Published: (2025)
Forte: An Interactive Visual Analytic Tool for Trust-Augmented Net Load Forecasting
by: Bhattacharjee, Kaustav, et al.
Published: (2023)
by: Bhattacharjee, Kaustav, et al.
Published: (2023)
Who should I trust? A Visual Analytics Approach for Comparing Net Load Forecasting Models
by: Bhattacharjee, Kaustav, et al.
Published: (2024)
by: Bhattacharjee, Kaustav, et al.
Published: (2024)
Similar Items
-
SuPRA: Surgical Phase Recognition and Anticipation for Intra-Operative Planning
by: Boels, Maxence, et al.
Published: (2024) -
SWAG: Long-term Surgical Workflow Prediction with Generative-based Anticipation
by: Boels, Maxence, et al.
Published: (2024) -
LoViT: Long Video Transformer for Surgical Phase Recognition
by: Liu, Yang, et al.
Published: (2023) -
DARIL: When Imitation Learning outperforms Reinforcement Learning in Surgical Action Planning
by: Boels, Maxence, et al.
Published: (2025) -
Instance Awareness of Multi-class Semantic Segmentation Loss Functions
by: Kundu, Soumya Snigdha, et al.
Published: (2026)