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Workshop
RMM-VAE: a machine learning method for identifying probabilistic weather regimes targeted to a local-scale impact variable
Fiona Spuler · Marlene Kretschmer · Ted Shepherd · Magdalena Balmaseda · Yevgeniya Kovalchuck
Affinity Workshop
Mon 13:30 Disentangled multi-subject and social behavioral representations through a constrained subspace variational autoencoder (CS-VAE)
Daiyao Yi · Simon Musall · Anne Churchland · Nancy Padilla-Coreano · Shreya Saxena
Workshop
Generative design for gene therapy: An in vivoin vivo validated method
Farhan Damani · David Brookes · Jeffrey Chan · Rishi Jajoo · Alexander Mijalis · Joyce Samson · Flaviu Vadan · Cameron Webster · Stephen Malina · Sam Sinai
Affinity Workshop
Mon 13:30 Coupled VAE with Gaussian process Decoders for Autonomous Chemical Design
Vidhi Lalchand · Anna Perdrix Rosell · David Lines
Workshop
The SVHN Dataset Is Deceptive for Probabilistic Generative Models Due to a Distribution Mismatch
Tim Xiao · Johannes Zenn · Robert Bamler
Poster
Wed 8:45 Hyperbolic VAE via Latent Gaussian Distributions
Seunghyuk Cho · Juyong Lee · Dongwoo Kim
Poster
Tue 15:15 Hierarchical VAEs provide a normative account of motion processing in the primate brain
Hadi Vafaii · Jacob Yates · Daniel Butts
Poster
Tue 8:45 [Re] VAE Approximation Error: ELBO and Exponential Families
Volodymyr Kyrylov · Navdeep Singh Bedi · Qianbo Zang