Poster

Mon 18:30

Conditional Image Generation by Conditioning Variational Auto-Encoders
William Harvey · Saeid Naderiparizi · Frank Wood

Poster

Thu 2:30

ADAVI: Automatic Dual Amortized Variational Inference Applied To Pyramidal Bayesian Models
Louis Rouillard · Demian Wassermann

Poster

Wed 2:30

Deep Attentive Variational Inference
Ifigeneia Apostolopoulou · Ian Char · Elan Rosenfeld · Artur Dubrawski

Poster

Thu 2:30

Variational Predictive Routing with Nested Subjective Timescales
Alex Zakharov · Qinghai Guo · Zafeirios Fountas

Poster

Tue 2:30

Relational Learning with Variational Bayes
Kuang-Hung Liu

Poster

Mon 10:30

Neural Relational Inference with Node-Specific Information
Ershad Banijamali

Poster

Wed 10:30

Learning to Dequantise with Truncated Flows
Shawn Tan · Chin-Wei Huang · Alessandro Sordoni · Aaron Courville

Poster

Mon 2:30

Learning to Generalize across Domains on Single Test Samples
Zehao Xiao · Xiantong Zhen · Ling Shao · Cees G Snoek

Workshop

Inferring Antarctica’s Geology with a Variation of Information Inversion and Machine Learning
Mareen Lösing · Max Moorkamp · Jörg Ebbing

Poster

Wed 18:30

$\beta$-Intact-VAE: Identifying and Estimating Causal Effects under Limited Overlap
Pengzhou Wu · Kenji Fukumizu

Poster

Thu 2:30

Embedded-model flows: Combining the inductive biases of model-free deep learning and explicit probabilistic modeling
Gianluigi Silvestri · Emily Fertig · Dave Moore · Luca Ambrogioni

Oral

Tue 2:15

Variational Inference for Discriminative Learning with Generative Modeling of Feature Incompletion
Kohei Miyaguchi · Takayuki Katsuki · Akira Koseki · Toshiya Iwamori