J. Alison Noble
15 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19) π§ Keyword Pioneer π Conference Polyglot (6)
π
Academic Marathon
(5)
π
Renaissance Researcher
(5)
π
Conference Pioneer
π
Century Club
(15)
β‘
Prolific Year
(9)
Conferences
MICCAI (7)
AAAI (4)
CVPR (1)
ECCV (1)
ICCV (1)
WACV (1)
Top co-authors
Keywords
federated learning
(4)
vision-language model
(2)
parameter-efficient fine-tuning
(2)
medical image segmentation
(2)
knowledge distillation
(1)
multimodal learning
(1)
multi-modal learning
(1)
visual query
(1)
disease detection
(1)
human feedback
(1)
probabilistic model
(1)
human-ai collaboration
(1)
heterogeneous datum
(1)
calibration error
(1)
trustworthy ai
(1)
interactive segmentation
(1)
wasserstein barycenter
(1)
user preference
(1)
layer selection
(1)
video localization
(1)
Papers
FedPIA β Permuting and Integrating Adapters Leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning
AAAI 2025
MCAT: Visual Query-Based Localization of Standard Anatomical Clips in Fetal Ultrasound Videos Using Multi-Tier Class-Aware Token Transformer
AAAI 2025
Incongruent Multimodal Federated Learning for Medical Vision and Language-based Multi-label Disease Detection
AAAI 2025
Trustworthy and Practical AI for Healthcare: A Guided Deferral System with Large Language Models
AAAI 2025
F^3OCUS - Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics
CVPR 2025
SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation
ICCV 2025
Latent Motion Profiling for Annotation-free Cardiac Phase Detection in Adult and Fetal Echocardiography Videos
MICCAI 2025
Self-supervised Normality Learning and Divergence Vector-guided Model Merging for Zero-shot Congenital Heart Disease Detection in Fetal Ultrasound Videos
MICCAI 2025
Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities
WACV 2025
Pose-GuideNet: Automatic Scanning Guidance for Fetal Head Ultrasound from Pose Estimation
MICCAI 2024
STAN-LOC: Visual Query-based Video Clip Localization for Fetal Ultrasound Sweep Videos
MICCAI 2024
Zoom Pattern Signatures for Fetal Ultrasound Structures
MICCAI 2024
IterMask2: Iterative Unsupervised Anomaly Segmentation via Spatial and Frequency Masking for Brain Lesions in MRI
MICCAI 2024
MMSummary: Multimodal Summary Generation for Fetal Ultrasound Video
MICCAI 2024
Unified Image and Video Saliency Modeling
ECCV 2020