Fri 5:00 a.m. - 3:00 p.m.
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gather.town
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Social
)
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link
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馃敆
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Fri 5:45 a.m. - 6:00 a.m.
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Opening Remarks
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Presentation
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Joey Bose
馃敆
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Fri 6:00 a.m. - 6:30 a.m.
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Invited Talk 1: Geometric deep learning for 3D human body synthesis
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Talk by Michael Bronstein
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SlidesLive Video
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Michael Bronstein
馃敆
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Fri 6:30 a.m. - 7:00 a.m.
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Invited Talk 2: Gauge Theory in Geometric Deep Learning
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Talk by Taco Cohen
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SlidesLive Video
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Taco Cohen
馃敆
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Fri 7:00 a.m. - 7:05 a.m.
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Contributed Talk 1: Learning Hyperbolic Representations for Unsupervised 3D Segmentation
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Contributed Talk
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SlidesLive Video
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Joy Hsu 路 Jeffrey Gu 路 Serena Yeung
馃敆
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Fri 7:06 a.m. - 7:11 a.m.
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Contributed Talk 2: Witness Autoencoder: Shaping the Latent Space with Witness Complexes
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Contributed Talk 2
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SlidesLive Video
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Anastasiia Varava 路 Danica Kragic 路 Simon Sch枚nenberger 路 Jen Jen Chung 路 Roland Siegwart 路 Vladislav Polianskii
馃敆
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Fri 7:12 a.m. - 7:17 a.m.
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Contributed Talk 3: A Riemannian gradient flow perspective on learning deep linear neural networks
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Contributed Talk 3
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SlidesLive Video
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Ulrich Terstiege 路 Holger Rauhut 路 Bubacarr Bah 路 Michael Westdickenberg
馃敆
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Fri 7:18 a.m. - 7:23 a.m.
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Contributed Talk 4: Directional Graph Networks
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Contributed Talk 4
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SlidesLive Video
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Dominique Beaini 路 Saro Passaro 路 Vincent L茅tourneau 路 Will Hamilton 路 Gabriele Corso 路 Pietro Li貌
馃敆
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Fri 7:24 a.m. - 7:29 a.m.
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Contributed Talk 5: A New Neural Network Architecture Invariant to the Action of Symmetry Subgroups
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Contributed Talk 5
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SlidesLive Video
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Mete Ozay 路 Piotr Kicki 路 Piotr Skrzypczynski
馃敆
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Fri 7:30 a.m. - 8:00 a.m.
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Virtual Coffee Break on Gather.Town
link
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馃敆
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Fri 8:00 a.m. - 8:30 a.m.
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Invited Talk 3: Reparametrization invariance in representation learning
(
Talk by S酶ren Hauberg
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SlidesLive Video
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S酶ren Hauberg
馃敆
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Fri 8:30 a.m. - 9:30 a.m.
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Poster Session 1 on Gather.Town
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Poster Session
)
>
link
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Joey Bose 路 Ines Chami
馃敆
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Fri 8:30 a.m. - 9:30 a.m.
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Quaternion Graph Neural Networks
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Poster
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SlidesLive Video
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Dai Quoc Nguyen 路 Tu Dinh Nguyen 路 Dinh Phung
馃敆
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Fri 8:30 a.m. - 9:30 a.m.
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Universal Approximation Property of Neural Ordinary Differential Equations
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Poster
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SlidesLive Video
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Takeshi Teshima 路 Koichi Tojo 路 Masahiro Ikeda 路 Isao Ishikawa 路 Kenta Oono
馃敆
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Fri 8:30 a.m. - 9:30 a.m.
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Hermitian Symmetric Spaces for Graph Embeddings
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Poster
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SlidesLive Video
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Federico L贸pez 路 Beatrice Pozzetti 路 Steve Trettel 路 Anna Wienhard
馃敆
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Fri 8:30 a.m. - 9:30 a.m.
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Isometric Gaussian Process Latent Variable Model
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Poster
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SlidesLive Video
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Martin J酶rgensen 路 S酶ren Hauberg
馃敆
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Fri 8:30 a.m. - 9:30 a.m.
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Grassmann Iterative Linear Discriminant Analysis with Proxy Matrix Optimization
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Poster
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SlidesLive Video
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Navya Nagananda 路 Breton Minnehan 路 Andreas Savakis
馃敆
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Fri 8:30 a.m. - 9:30 a.m.
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Tree Covers: An Alternative to Metric Embeddings
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Poster
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SlidesLive Video
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Roshni Sahoo 路 Ines Chami 路 Christopher R茅
馃敆
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Fri 8:30 a.m. - 9:30 a.m.
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Deep Networks and the Multiple Manifold Problem
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Poster
)
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SlidesLive Video
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Samuel Buchanan 路 Dar Gilboa 路 John Wright
馃敆
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Fri 8:30 a.m. - 9:30 a.m.
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GENNI: Visualising the Geometry of Equivalences for Neural Network Identifiability
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Poster
)
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SlidesLive Video
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Arinbj枚rn Kolbeinsson 路 Nicholas Jennings 路 Marc Deisenroth 路 Daniel Lengyel 路 Janith Petangoda 路 Michalis Lazarou 路 Kate Highnam 路 John IF Falk
馃敆
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Fri 8:30 a.m. - 9:30 a.m.
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Graph of Thrones : Adversarial Perturbations dismantle Aristocracy in Graphs
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Poster
)
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SlidesLive Video
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Adarsh Jamadandi 路 Uma Mudenagudi
馃敆
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Fri 8:30 a.m. - 9:30 a.m.
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A Metric for Linear Symmetry-Based Disentanglement
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Poster
)
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SlidesLive Video
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Luis Armando P茅rez Rey 路 Loek Tonnaer 路 Vlado Menkovski 路 Mike Holenderski 路 Jim Portegies
馃敆
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Fri 9:30 a.m. - 10:15 a.m.
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Panel Discussion
(
Panel
)
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Joey Bose 路 Emile Mathieu 路 Charline Le Lan 路 Ines Chami
馃敆
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Fri 10:15 a.m. - 10:45 a.m.
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Virtual Coffee Break on Gather.Town
link
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馃敆
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Fri 10:45 a.m. - 11:30 a.m.
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Focused Breakout Session
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Demonstration
)
>
link
SlidesLive Video
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Ines Chami 路 Joey Bose
馃敆
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Fri 10:45 a.m. -
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Focused Breakout Session Companion Notebook: Poincare Embeddings
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Demonstration
)
>
link
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馃敆
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Fri 10:45 a.m. -
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Focused Breakout Session Companion Notebook: Wrapped Normal Distribution
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Demonstration
)
>
link
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馃敆
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Fri 11:30 a.m. - 12:00 p.m.
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Invited Talk 4: An introduction to the Calderon and Steklov inverse problems on Riemannian manifolds with boundary
(
Talk by Niky Kamran
)
>
SlidesLive Video
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Niky Kamran
馃敆
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Fri 12:00 p.m. - 1:00 p.m.
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Poster Session 2 on Gather.Town
(
Poster Session
)
>
link
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Charline Le Lan 路 Emile Mathieu
馃敆
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Fri 12:00 p.m. - 1:00 p.m.
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The Intrinsic Dimension of Images and Its Impact on Learning
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Poster
)
>
SlidesLive Video
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Chen Zhu 路 Micah Goldblum 路 Ahmed Abdelkader 路 Tom Goldstein 路 Phillip Pope
馃敆
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Fri 12:00 p.m. - 1:00 p.m.
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Sparsifying networks by traversing Geodesics
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Poster
)
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SlidesLive Video
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Guruprasad Raghavan 路 Matt Thomson
馃敆
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Fri 12:00 p.m. - 1:00 p.m.
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Convex Optimization for Blind Source Separation on a Statistical Manifold
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Poster
)
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SlidesLive Video
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Simon Luo 路 lamiae azizi 路 Mahito Sugiyama
馃敆
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Fri 12:00 p.m. - 1:00 p.m.
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Unsupervised Orientation Learning Using Autoencoders
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Poster
)
>
SlidesLive Video
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Rembert Daems 路 Francis Wyffels
馃敆
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Fri 12:00 p.m. - 1:00 p.m.
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Towards Geometric Understanding of Low-Rank Approximation
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Poster
)
>
SlidesLive Video
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Mahito Sugiyama 路 Kazu Ghalamkari
馃敆
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Fri 12:00 p.m. - 1:00 p.m.
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Deep Riemannian Manifold Learning
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Poster
)
>
SlidesLive Video
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Aaron Lou 路 Maximilian Nickel 路 Brandon Amos
馃敆
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Fri 12:00 p.m. - 1:00 p.m.
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Leveraging Smooth Manifolds for Lexical Semantic Change Detection across Corpora
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Poster
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>
SlidesLive Video
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Anmol Goel 路 Ponnurangam Kumaraguru
馃敆
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Fri 12:00 p.m. - 1:00 p.m.
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Extendable and invertible manifold learning with geometry regularized autoencoders
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Poster
)
>
SlidesLive Video
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Andres F Duque 路 Sacha Morin 路 Guy Wolf 路 Kevin Moon
馃敆
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Fri 12:00 p.m. - 1:00 p.m.
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QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings
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Poster
)
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SlidesLive Video
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Dai Quoc Nguyen 路 Dinh Phung
馃敆
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Fri 12:00 p.m. - 1:00 p.m.
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Affinity guided Geometric Semi-Supervised Metric Learning
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Poster
)
>
SlidesLive Video
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Ujjal Dutta 路 Mehrtash Harandi 路 C Chandra Shekhar
馃敆
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Fri 1:00 p.m. - 1:30 p.m.
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Invited Talk 5: Disentangling Orientation and Camera Parameters from Cryo-Electron Microscopy Images Using Differential Geometry and Variational Autoencoders
(
Talk by Nina Miolane
)
>
SlidesLive Video
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Nina Miolane
馃敆
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Fri 1:30 p.m. - 2:00 p.m.
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Invited Talk 6: Learning a robust classifier in hyperbolic space
(
Talk by Melanie Weber
)
>
SlidesLive Video
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Melanie Weber
馃敆
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