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Search All 2022 Events
20 Results
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Poster
Wed 10:30
The Effects of Invertibility on the Representational Complexity of Encoders in Variational Autoencoders
Divyansh Pareek · Andrej Risteski
Workshop
Auto-regressive WaveNet Variational Autoencoders for Alignment-free Generative Protein Design and Fitness Prediction
Niksa Praljak · Andrew Ferguson
Poster
Tue 18:30
Disentanglement Analysis with Partial Information Decomposition
Seiya Tokui · Issei Sato
Poster
Wed 2:30
Deep Attentive Variational Inference
Ifigeneia Apostolopoulou · Ian Char · Elan Rosenfeld · Artur Dubrawski
Poster
Wed 18:30
$\beta$-Intact-VAE: Identifying and Estimating Causal Effects under Limited Overlap
Pengzhou Wu · Kenji Fukumizu
Poster
Wed 10:30
Heteroscedastic Temporal Variational Autoencoder For Irregularly Sampled Time Series
Satya Narayan Shukla · Benjamin M Marlin
Spotlight
Wed 2:30
Learning Multimodal VAEs through Mutual Supervision
Tom Joy · Yuge Shi · Philip Torr · Tom Rainforth · Sebastian Schmon · Siddharth N
Poster
Wed 2:30
Learning Multimodal VAEs through Mutual Supervision
Tom Joy · Yuge Shi · Philip Torr · Tom Rainforth · Sebastian Schmon · Siddharth N
Poster
Wed 10:30
Variational autoencoders in the presence of low-dimensional data: landscape and implicit bias
Frederic Koehler · Viraj Mehta · Chenghui Zhou · Andrej Risteski
Poster
Thu 2:30
Crystal Diffusion Variational Autoencoder for Periodic Material Generation
Tian Xie · Xiang Fu · Octavian Ganea · Regina Barzilay · Tommi Jaakkola
Poster
Mon 2:30
On Incorporating Inductive Biases into VAEs
Ning Miao · Emile Mathieu · Siddharth N · Yee Whye Teh · Tom Rainforth
Poster
Thu 18:30
Learning Scenario Representation for Solving Two-stage Stochastic Integer Programs
Yaoxin Wu · Wen Song · Zhiguang Cao · Jie Zhang
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