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28 Results
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Poster
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Wed 10:30 |
The Effects of Invertibility on the Representational Complexity of Encoders in Variational Autoencoders Divyansh Pareek · Andrej Risteski |
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Poster
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Wed 10:30 |
Variational autoencoders in the presence of low-dimensional data: landscape and implicit bias Frederic Koehler · Viraj Mehta · Chenghui Zhou · Andrej Risteski |
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Poster
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Wed 18:30 |
-Intact-VAE: Identifying and Estimating Causal Effects under Limited Overlap Pengzhou Wu · Kenji Fukumizu |
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Poster
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Mon 10:30 |
DISSECT: Disentangled Simultaneous Explanations via Concept Traversals Asma Ghandeharioun · Been Kim · Chun-Liang Li · Brendan Jou · Brian Eoff · Rosalind Picard |
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Poster
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Tue 18:30 |
Disentanglement Analysis with Partial Information Decomposition Seiya Tokui · Issei Sato |
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Spotlight
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Wed 2:30 |
Learning Multimodal VAEs through Mutual Supervision Tom Joy · Yuge Shi · Philip Torr · Tom Rainforth · Sebastian Schmon · Siddharth N |
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Poster
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Wed 2:30 |
Learning Multimodal VAEs through Mutual Supervision Tom Joy · Yuge Shi · Philip Torr · Tom Rainforth · Sebastian Schmon · Siddharth N |
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Poster
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Wed 10:30 |
Heteroscedastic Temporal Variational Autoencoder For Irregularly Sampled Time Series Satya Narayan Shukla · Benjamin M Marlin |
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Poster
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Mon 2:30 |
On Incorporating Inductive Biases into VAEs Ning Miao · Emile Mathieu · Siddharth N · Yee Whye Teh · Tom Rainforth |
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Poster
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Mon 18:30 |
Regularized Autoencoders for Isometric Representation Learning Yonghyeon Lee · Sangwoong Yoon · MinJun Son · Frank Park |
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Poster
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Wed 10:30 |
Graph Auto-Encoder via Neighborhood Wasserstein Reconstruction Mingyue Tang · Pan Li · Carl Yang |
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Poster
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Mon 18:30 |
Ancestral protein sequence reconstruction using a tree-structured Ornstein-Uhlenbeck variational autoencoder Lys Sanz Moreta · Ola Rønning · Ahmad Salim Al-Sibahi · Jotun Hein · Douglas Theobald · Thomas Hamelryck |