Shape Analysis and Learning by Geometry and Machine - IPAM

Shape Analysis and Learning by Geometry and Machine

February 8 - 12, 2016

Schedule

All times in this Schedule are Pacific Time (PT)

Monday, February 8, 2016

Morning Session

08:00-08:55
Check-In/Light Breakfast (Hosted by IPAM)
08:55-09:00
Welcome and Opening Remarks
09:00-09:25
Hong-Kai Zhao (University of California, Irvine (UCI))
Overview - Part 1
09:25-09:50
Ron Kimmel (Technion - Israel Institute of Technology)
Overview - Part 2
10:00-10:15
Break
10:15-11:05
Alex Bronstein (Tel Aviv University)
Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy?
11:15-11:30
Break
11:30-12:20
Daniel Cremers (Technische Universtitat München)
Combinatorial Solutions to Elastic Shape Matching

Afternoon Session

12:30-14:30
Lunch (on your own)
14:30-15:20
Mikhail Belkin (Ohio State University)
Geometric Aspects of Optimization and Applications to Spectral Clustering
15:30-16:00
Break
16:00-16:50
Mirela Ben Chen (Technion - Israel Institute of Technology)
Vector Fields for Shape Analysis and Correspondence
17:00-18:30
Poster Session & Reception (Hosted by IPAM)

Tuesday, February 9, 2016

Morning Session

08:00-09:00
Continental Breakfast
09:00-09:50
Ron Kimmel (Technion - Israel Institute of Technology)
A Spectral Perspective on Shapes
10:00-10:15
Break
10:15-11:05
Alla Sheffer (University of British Columbia)
Conveying and Analyzing Shapes: From Art to Science
11:15-11:30
Break
11:30-12:20
Michael Bronstein (Imperial College London)
Deep learning on geometric data with intrinsic convolutional neural networks

Afternoon Session

12:30-14:30
Lunch (on your own)
14:30-15:20
Daniel Tenbrinck (Westfälische Wilhelms Universität Münster)
Partial Difference Operators on Weighted Graphs for Point Cloud Processing - From 3D Surfaces to Machine Learning
15:30-16:00
Break
16:00-16:50
Richard Tsai (University of Texas at Austin)
An algorithm for computing line and surface integrals from point cloud data

Wednesday, February 10, 2016

Morning Session

08:00-09:00
Continental Breakfast
09:00-09:50
Leonidas Guibas (Stanford University)
Networks of Shapes and Images
10:00-10:15
Break
10:15-11:05
Hong-Kai Zhao (University of California, Irvine (UCI))
Multiscale non-rigid point cloud registration
11:15-11:30
Break
11:30-12:20
Michael Black (Max Planck Institute for Intelligent Systems)
Learning Body Shape in Motion

Afternoon Session

12:30-14:30
Lunch (on your own)
14:30-15:20
Yusu Wang (Ohio State University)
Declutter and Resample: Towards parameter free denoising
15:30-16:00
Break
16:00-16:50
Arthur Szlam (Facebook)
Memory networks for unstructured data

Thursday, February 11, 2016

Morning Session

08:00-09:00
Continental Breakfast
09:00-09:15
Ingrid Daubechies (Duke University)
Machine learning, fibre bundles and biological morphology: Introduction
09:15-09:50
Tingran Gao (University of Chicago)
Machine learning, fibre bundles and biological morphology
10:00-10:15
Break
10:15-11:05
Yaron Lipman (Weizmann Institute of Science)
Semidefinite Relaxations of Shape Matching Problems
11:15-11:30
Break
11:30-12:20
Ronald Lok Ming Lui (The Chinese University of Hong Kong)
Medical Morphometry using Quasiconformal Teichmuller Theory

Afternoon Session

12:30-14:30
Lunch (on your own)
14:30-15:20
Bruno Levy (Institut National de Recherche en Informatique Automatique (INRIA) - Lorraine)
What I understood about the principle of least action and its geometric aspects
15:30-16:00
Break
16:00-16:50
Rongjie Lai (Purdue University)
Solving Geometric PDEs on Manifolds Represented as Point Clouds and Applications

Friday, February 12, 2016

Morning Session

08:00-09:00
Continental Breakfast
09:00-09:50
Mariano Tepper (Duke University)
All Together Now: Magical Mystery Consensus Grouping
10:00-10:15
Break
10:15-11:05
David Gu (SUNY Stony Brook)
Optimal Mass Transportation for Shape Analysis
11:15-11:30
Break
11:30-12:20
Zuoqiang Shi (Qinghua (Tsing Hua) University)
Low dimensional manifold model for image processing

Afternoon Session

12:30-14:30
Lunch (on your own)
14:30-15:20
Vladlen Koltun (Intel Corporation)
Title not available
16:00-16:50
Shantanu Joshi (University of California, Los Angeles (UCLA))
Shape Analysis of Surfaces using Intrinsic Coordinate Parameterizations
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