← Authors

Nikos Paragios

11 papers · 2008–2025 · 5 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (8) 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (28) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (17) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (57) πŸ’Ž Century Club (11) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer

Conferences

CVPR (4) ICCV (2) MICCAI (2) NIPS (2) ECCV (1)

Top co-authors

Nikos Komodakis (4) Dimitris Samaras (3) D. Khue Le-Huu (2) Jean Honorio (1) Reuben Dorent (1) Alexandre Cafaro (1) Hariprasad Kannan (1) Rita Goldstein (1) Sarah Frisken (1) Quentin Spinat (1)

Keywords

graphical model (2) alternating direction method of multiplier (2) markov random field (2) map inference (2) graph matching (1) medical imaging (1) non-convex optimization (1) medical image segmentation (1) feature selection (1) continuous optimization (1) stability analysis (1) motion trajectories (1) l1 regularization (1) linear programming (1) dual domain (1) center-based clustering (1) optimality bounds (1) np-hard optimization (1) duality theory (1) weakly supervised learning (1)

Papers

Diffusing Boundaries: CBCT-to-CT Translation with Extended Field of View MICCAI 2025
ToNNO: Tomographic Reconstruction of a Neural Network's Output for Weakly Supervised Segmentation of 3D Medical Images CVPR 2024
Two Projections Suffice for Cerebral Vascular Reconstruction MICCAI 2024
Deforming Autoencoders: Unsupervised Disentangling of Shape and Appearance ECCV 2018
Continuous Relaxation of MAP Inference: A Nonconvex Perspective CVPR 2018
Newton-Type Methods for Inference in Higher-Order Markov Random Fields CVPR 2017
Alternating Direction Graph Matching CVPR 2017
A Generic Deformation Model for Dense Non-rigid Surface Registration: A Higher-Order MRF-Based Approach ICCV 2013
Uncertainty-Driven Efficiently-Sampled Sparse Graphical Models for Concurrent Tumor Segmentation and Atlas Registration ICCV 2013
Sparse and Locally Constant Gaussian Graphical Models NIPS 2009
Clustering via LP-based Stabilities NIPS 2008