SGP Summer School Presentations
2024
1
Equivariant Neural Networks
2
Deep Learning for 3D Geometry
3
Fundamentals and Applications of Sketch Processing
4
Introduction to Optimization Time Integration for Solids and Fluids
5
Geometric Techniques for Digital Fabrication
6
Introduction to Physically-Based Rendering Related to Geometry Simplification
7
Geometry Processing Research in Python
8
Monte Carlo Geometry Processing
2023
1
Functional Correspondence from Discrete Geometry to Learning
2
Hands-On Introduction to FEM in Python
3
Computational Design of Deployable Structures
4
A quick journey into geometry processing
5
Connecting Language to 3D
6
Hexmesh generation and processing
7
Dive into Neural Implicit-Explicit 3D Representations and their Applications
8
Topology-Aware Reconstruction
9
Geometry Processing with Implicit Surfaces
10
Machine Learning for Structural Biology
2022
1
Character animation
2
3D Morphable Face Models
3
Learning to Represent 3D Shapes with Programs
4
Deep Learning on Point Clouds
5
The Fusion 360 Gallery Dataset: Learning segmentation, reconstruction and assembly modeling
6
Learning to Understand 3D from Large-Scale Indoor Scene Data
7
Replicability in Computer Graphics
8
Practical Design and Analysis of Directional Fields
9
Blender for Academic Papers
10
Geometric Computing for Biomedicine
11
An Introduction to High-Order Mesh Generation
2021
1
Shape approximation and applications
2
Projective Dynamics/Simulation
3
Geometric Computing with Python
4
Maps Between Surfaces
5
Deep Learning on Meshes
6
Directional Field Processing
7
Digital Geometry
8
An Introduction to Geometry Processing Programming in MATLAB with gptoolbox
9
A Quick Introduction to the Laplacian and Bilaplacian Through the Theory of Partial Differential Equations
2020
1
Computational Optimal Transport
2
Fabrication-aware Design
3
The functional representation of 3D shapes and High-Frequencies
4
Deep Learning for Geometric Data
5
Discrete Curvatures
6
PDE and Spectral Approaches to Geometry Processing
7
libigl short introduction
8
Black Box Geometric Computing with Python
9
Geometric Computing with CGAL
10
Polygon Mesh Processing Library
11
Geometric computing in geometry-central
2019
1
Mesh Generation
2
Optimization in Geometry Processing
3
Spectral Geometry Processing
4
3D Deep Learning
5
Maps between Shapes
6
Nets in Discrete Differential Geometry
7
Reliable and Efficient Mesh Processing
8
Topology Optimization for Fabrication
2018
1
After modeling: Turning 3D models into 3D prints
2
Conformal Geometry Processing
3
Robust Geometry Processing
4
Dynamic 2D/3D Registration
5
Geometric deep learning
6
Model Reduction for Shape Deformation
7
Computational Optimal Transport
2017
1
Conformal Geometry Processing
2
Directional Fields
3
Quad Meshing
4
Hands-on LibIGL Tutorial
5
Shape Correspondence and Functional Maps
6
Machine Learning Meets Geometry
7
Reconstruction
8
Fabrication
2016
1
Computational Aspects of Mappings
2
Inverse Problems in Computational Design
3
Optimization in Geometry Processing
4
Quad Mesh Generation
5
Skinning: Real-time Shape Deformation
6
Laplace-Beltrami: The Swiss Army Knife of Geometry Processing
7
Pyramid Algorithms
8
Simplification and Approximation
9
Representations and Applications of Tangential Vector Fields
10
Projective Geometric Algebra: A Swiss Army Knife for Graphics and Games