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Spotlight
Mon 4:30 The Intrinsic Dimension of Images and Its Impact on Learning
Phil Pope · Chen Zhu · Ahmed Abdelkader · Micah Goldblum · Tom Goldstein
Poster
Wed 17:00 Evaluating the Disentanglement of Deep Generative Models through Manifold Topology
Sharon Zhou · Eric Zelikman · Fred Lu · Andrew Ng · Gunnar E Carlsson · Stefano Ermon
Poster
Mon 17:00 The Intrinsic Dimension of Images and Its Impact on Learning
Phil Pope · Chen Zhu · Ahmed Abdelkader · Micah Goldblum · Tom Goldstein
Poster
Thu 17:00 Isotropy in the Contextual Embedding Space: Clusters and Manifolds
Xingyu Cai · Jiaji Huang · Yuchen Bian · Kenneth Church
Poster
Wed 17:00 Learning Manifold Patch-Based Representations of Man-Made Shapes
Dmitriy Smirnov · Mikhail Bessmeltsev · Justin Solomon
Poster
Mon 9:00 Shapley explainability on the data manifold
Christopher Frye · Damien De Mijolla · Tom Begley · Laurence Cowton · Megan Stanley · Ilya Feige
Poster
Thu 9:00 A Critique of Self-Expressive Deep Subspace Clustering
Benjamin Haeffele · Chong You · Rene Vidal
Poster
Thu 9:00 Deep Networks and the Multiple Manifold Problem
Sam Buchanan · Dar Gilboa · John Wright
Workshop
Fri 13:30 Panel: Manifold Learning 2.0