Luca Cosmo
13 papers · 2015–2025 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (22) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Grand Slam
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Topic Evolution
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Keyword Collector
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Trend Setter
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Century Club · Bronze
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Research topics
Computer Vision
(6)
Analysis
(6)
Deep Learning
(5)
Machine Learning
(5)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Models
(3)
Computer Science
(2)
Mathematics & Optimization
(2)
Optimization
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Applications
(1)
Architectures
(1)
Keywords
shape matching
(3)
source separation
(2)
representation learning
(2)
point cloud
(2)
deformable shape
(2)
bayesian inference
(1)
graph laplacian
(1)
3d reconstruction
(1)
style transfer
(1)
graph matching
(1)
point cloud registration
(1)
optimal transport
(1)
variational inference
(1)
depth estimation
(1)
vector quantization
(1)
geometric deep learning
(1)
graph generation
(1)
dense correspondence
(1)
hierarchical learning
(1)
manifold learning
(1)
Papers
Generating Graphs via Spectral Diffusion
ICLR 2025
Multi-Source Diffusion Models for Simultaneous Music Generation and Separation
ICLR 2024
SelfGeo: Self-supervised and Geodesic-consistent Estimation of Keypoints on Deformable Shapes
ECCV 2024
Latent Autoregressive Source Separation
AAAI 2023
Bending Graphs: Hierarchical Shape Matching Using Gated Optimal Transport
CVPR 2022
Learning disentangled representations via product manifold projection
ICML 2021
Shape Registration in the Time of Transformers
NeurIPS 2021
Universal Spectral Adversarial Attacks for Deformable Shapes
CVPR 2021
LIMP: Learning Latent Shape Representations with Metric Preservation Priors
ECCV 2020
The Average Mixing Kernel Signature
ECCV 2020
Isospectralization, or How to Hear Shape, Style, and Correspondence
CVPR 2019
Parameter-Free Lens Distortion Calibration of Central Cameras
ICCV 2017
Adopting an Unconstrained Ray Model in Light-Field Cameras for 3D Shape Reconstruction
CVPR 2015