Pablo Márquez-Neila
9 papers · 2017–2025 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver
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Conference Pioneer
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The Questioner
Venues
Top co-authors
Research topics
Computer Vision
(4)
Machine Learning
(4)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Analysis
(2)
Optimization & Theory
(2)
Processing
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Applications · Computer Vision
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Learning Types · Deep Learning
(1)
Keywords
image segmentation
(2)
semantic segmentation
(2)
transfer learning
(1)
video segmentation
(1)
logical reasoning
(1)
visual question answering
(1)
conditional generation
(1)
weak supervision
(1)
deep learning
(1)
iterative refinement
(1)
diffusion model
(1)
loss function
(1)
latent space
(1)
topological feature
(1)
aleatoric uncertainty
(1)
reasoning capability
(1)
budget allocation
(1)
denoising diffusion probabilistic model
(1)
logical consistency
(1)
model consistency
(1)
Papers
Iterative Deployment Exposure for Unsupervised Out-of-Distribution Detection
MICCAI 2025
Correlation-Aware Active Learning for Surgery Video Segmentation
WACV 2024
Online 3D reconstruction and dense tracking in endoscopic videos
MICCAI 2024
Full or Weak Annotations? An Adaptive Strategy for Budget-Constrained Annotation Campaigns
CVPR 2023
Logical Implications for Visual Question Answering Consistency
CVPR 2023
Stochastic Segmentation with Conditional Categorical Diffusion Models
ICCV 2023
Data Invariants to Understand Unsupervised Out-of-Distribution Detection
ECCV 2022
Beyond the Pixel-Wise Loss for Topology-Aware Delineation
CVPR 2018
Learning to Fuse 2D and 3D Image Cues for Monocular Body Pose Estimation
ICCV 2017