Simone Melzi
12 papers · 2015–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (6) π Academic Marathon (10) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(19)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Century Club
(12)
Conferences
CVPR (4)
ICCV (3)
NIPS (2)
ECCV (1)
ICML (1)
MICCAI (1)
Top co-authors
Keywords
point cloud
(3)
3d vision
(2)
functional map
(2)
dense correspondence
(2)
shape correspondence
(1)
point cloud registration
(1)
representation learning
(1)
matrix scaling
(1)
feature selection
(1)
cross-modal retrieval
(1)
semantic representation
(1)
geometric deep learning
(1)
spectral analysis
(1)
shape matching
(1)
non-rigid shape
(1)
gradient-based method
(1)
optimal transport
(1)
object classification
(1)
manifold learning
(1)
transformer architecture
(1)
Papers
Escaping Plato's Cave: Towards the Alignment of 3D and Text Latent Spaces
CVPR 2025
Unraveling Brainstem Deformations in Joubert Syndrome: A Statistical Shape Analysis of MRI-Derived Structures
MICCAI 2025
ReMatching: Low-Resolution Representations for Scalable Shape Correspondence
ECCV 2024
Universal Spectral Adversarial Attacks for Deformable Shapes
CVPR 2021
Fast Sinkhorn Filters: Using Matrix Scaling for Non-Rigid Shape Correspondence With Functional Maps
CVPR 2021
Learning disentangled representations via product manifold projection
ICML 2021
Shape Registration in the Time of Transformers
NIPS 2021
Correspondence learning via linearly-invariant embedding
NIPS 2020
GFrames: Gradient-Based Local Reference Frame for 3D Shape Matching
CVPR 2019
Infinite Latent Feature Selection: A Probabilistic Latent Graph-Based Ranking Approach
ICCV 2017
Region-Based Correspondence Between 3D Shapes via Spatially Smooth Biclustering
ICCV 2017
Infinite Feature Selection
ICCV 2015