Workshop II: Shape Analysis - IPAM

Workshop II: Shape Analysis

Part of the Long Program Geometry and Learning from Data in 3D and Beyond
April 15 - 19, 2019

Schedule

All times in this Schedule are Pacific Time (PT)

Monday, April 15, 2019

Morning Session

08:00-08:55
Check-In/Breakfast (Hosted by IPAM)
08:55-09:00
Welcome & Opening Remarks: Dean Miguel García-Garibay (Dean of Physical Sciences, UCLA) and Dima Shlyakhtenko (Director, IPAM)
09:00-09:50
Leonidas Guibas (Stanford University)
Shape Differences and Variability
10:00-10:15
Break
10:15-11:05
Justin Solomon (Massachusetts Institute of Technology)
Volumetric Challenges in Shape Analysis
11:15-11:30
Break
11:30-12:20
Pierre Alliez (Institut National de Recherche en Informatique Automatique (INRIA))
Selective Padding for Polycube-Based Hexahedral Meshing

Afternoon Session

12:30-14:00
Lunch (on your own)
14:00-14:50
Daniel Cremers (Technische Universtitat München)
Elastic Shape Matching: Combinatorial versus Direct Approaches
15:00-15:15
Break
15:15-16:05
Niloy Mitra (University College London)
Data-driven Editable 3D Content Creation
16:15-18:00
Poster Session & Reception (Hosted by IPAM)

Tuesday, April 16, 2019

Morning Session

08:00-09:00
Check-In/Breakfast (Hosted by IPAM)
09:00-09:50
Martin Rumpf (Rheinische Friedrich-Wilhelms-Universität Bonn)
Principal geodesic analysis in the space of discrete shells
10:00-10:15
Break
10:15-11:05
Dan Raviv (Tel-Aviv University)
From non-rigid to null space
11:15-11:30
Break
11:30-12:20
Emanuele Rodola (Sapienza University of Rome)
Isospectralization, or how to hear shape, style, and correspondence

Afternoon Session

12:30-14:00
Lunch (on your own)
14:00-14:50
Helmut Pottmann (King Abdullah Univ. of Science and Technology (KAUST))
Shape analysis and design for fabrication
15:00-15:15
Break
15:15-16:05
Michael Bronstein (Imperial College London)
Functional protein design using geometric deep learning
16:15-16:30
Break
16:30-17:20
Omri Azencot (University of California, Los Angeles (UCLA))
Functional Map and Bases Design via ADMM

Wednesday, April 17, 2019

Morning Session

08:00-09:00
Check-In/Breakfast (Hosted by IPAM)
09:00-09:50
Mirela Ben Chen (Technion - Israel Institute of Technology)
Robust non-isometric shape correspondence
10:00-10:15
Break
10:15-11:05
Rongjie Lai (Purdue University)
Non-isometric shape matching via geometric modeling and learning
11:15-11:30
Break
11:30-12:20
Maks Ovsjanikov (Ecole Polytechnique)
Some recent methods in non-rigid shape matching, with and without learning

Afternoon Session

12:30-14:00
Lunch (on your own)
14:00-14:50
Alex Bronstein (Technion - Israel Institute of Technology)
Learning deformable shape correspondence
15:00-15:15
Break
15:15-16:05
Stanley Durrleman (AramisLab - ICM Brain & Spine Institute – INRIA – ICM Centre for Neuroinformatics)
Geometrical Approaches in Statistical Learning for the Construction of Digital Models of the Human Brain

Thursday, April 18, 2019

Morning Session

08:00-09:00
Check-In/Breakfast (Hosted by IPAM)
09:00-09:50
Thomas Funkhouser (Google and Princeton University)
Learning Shape Templates using Structured Implicit Functions
10:00-10:15
Break
10:15-11:05
Alain Trouve (École Normale Supérieure de Cachan)
Modular large deformation and shape aware metrics in shape analysis
11:15-11:30
Break
11:30-12:20
Vova Kim (Adobe Systems Incorporated)
Geometry Representations for Analyzing, Processing, and Generating 3D Shapes with Neural Networks

Afternoon Session

12:30-14:00
Lunch (on your own)
14:00-14:50
Stefano Soatto (University of California, Los Angeles (UCLA))
Learning Geometry, and the Geometry of Learning
15:00-15:15
Break
15:15-16:05
Leif Kobbelt (RWTH Aachen University)
Encoding Geometry in Artificial Neural Networks
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