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23 Results
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Workshop
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Decomposed Linear Dynamical Systems (dLDS) for identifying the latent dynamics underlying high-dimensional time-series Noga Mudrik · Yenho Chen · Eva Yezerets · Christopher Rozell · Adam Charles |
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Workshop
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A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension Estimation with Diffusion Models Hamidreza Kamkari · Brendan Ross · Rasa Hosseinzadeh · Jesse Cresswell · Gabriel Loaiza-Ganem |
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Workshop
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TabMDA: Tabular Manifold Data Augmentation for Any Classifier using Transformers with In-context Subsetting Andrei Margeloiu · Adrian Bazaga · Nikola Simidjievski · Pietro Lió · Mateja Jamnik |
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Workshop
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Decoder ensembling for learned latent geometries Stas Syrota · Pablo Moreno-Muñoz · Søren Hauberg |
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Workshop
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Geometry-Aware Autoencoders for Metric Learning and Generative Modeling on Data Manifolds Xingzhi Sun · Danqi Liao · Kincaid Macdonald · Yanlei Zhang · Guillaume Huguet · Guy Wolf · Ian Adelstein · Tim G. J. Rudner · Smita Krishnaswamy |
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Workshop
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Stitching Manifolds: Leveraging Interaction to Compose Object Representations into Scenes. Hamza Keurti · Bernhard Schölkopf · Pau Vilimelis Aceituno · Benjamin F. Grewe |
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Workshop
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Scalable Local Intrinsic Dimension Estimation with Diffusion Models Hamidreza Kamkari · Brendan Ross · Rasa Hosseinzadeh · Jesse Cresswell · Gabriel Loaiza-Ganem |
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Workshop
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Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold Lazar Atanackovic · Xi (Nicole) Zhang · Brandon Amos · Mathieu Blanchette · Leo J Lee · Yoshua Bengio · Alexander Tong · Kirill Neklyudov |
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Workshop
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A Geometric Framework for Understanding Memorization in Generative Models Brendan Ross · Hamidreza Kamkari · Zhaoyan Liu · Tongzi Wu · George Stein · Gabriel Loaiza-Ganem · Jesse Cresswell |
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Poster
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Thu 4:30 |
Practical Hamiltonian Monte Carlo on Riemannian Manifolds via Relativity Theory Kai Xu · Hong Ge |
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Workshop
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On The Local Geometry of Deep Generative Manifolds Ahmed Imtiaz Humayun · Ibtihel Amara · Candice Schumann · Golnoosh Farnadi · Negar Rostamzadeh · Mohammad Havaei |