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Workshop
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Auto-regressive WaveNet Variational Autoencoders for Alignment-free Generative Protein Design and Fitness Prediction Niksa Praljak · Andrew Ferguson |
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Poster
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Thu 2:30 |
Learning Discrete Structured Variational Auto-Encoder using Natural Evolution Strategies Alon Berliner · Guy Rotman · Yossi Adi · Roi Reichart · Tamir Hazan |
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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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Thu 10:30 |
Properties from mechanisms: an equivariance perspective on identifiable representation learning Kartik Ahuja · Jason Hartford · Yoshua Bengio |
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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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Workshop
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Fri 11:55 |
Convolutional autoencoders for spatially-informed ensemble post-processing Sebastian Lerch · Kai Polsterer |
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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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Thu 2:30 |
A Deep Variational Approach to Clustering Survival Data Laura Manduchi · Ričards Marcinkevičs · Michela Massi · Thomas Weikert · Alexander Sauter · Verena Gotta · Timothy Müller · Flavio Vasella · Marian Neidert · Marc Pfister · Bram Stieltjes · Julia E Vogt |
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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 10:30 |
Step-unrolled Denoising Autoencoders for Text Generation Nikolay Savinov · Junyoung Chung · Mikolaj Binkowski · Erich Elsen · Aaron v den |
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Workshop
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Deep sharpening of topological features for de novo protein design Zander Harteveld · Joshua Southern · Michaël Defferrard · Andreas Loukas · Pierre Vandergheynst · Micheal Bronstein · Bruno Correia |
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Workshop
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Fri 7:30 |
Deep sharpening of topological features for de novo protein design Zander Harteveld · Joshua Southern · Michaël Defferrard · Andreas Loukas · Pierre Vandergheynst · Micheal Bronstein · Bruno Correia |