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Workshop
Fri 8:16 Contributed Talk 1 - On the Benefits of Defining Vicinal Distributions in Latent Space
Puneet Mangla
Workshop
Fri 15:10 On Linear Interpolation in the Latent Space of Deep Generative Models
Mike Yan Michelis · Quentin Becker
Poster
Tue 17:00 Enjoy Your Editing: Controllable GANs for Image Editing via Latent Space Navigation
Peiye Zhuang · Sanmi Koyejo · Alex Schwing
Spotlight
Wed 19:15 GAN "Steerability" without optimization
Nurit Spingarn Eliezer · Ron Banner · Tomer Michaeli
Poster
Mon 1:00 MODALS: Modality-agnostic Automated Data Augmentation in the Latent Space
Tsz Him Cheung · Dit-Yan Yeung
Poster
Thu 1:00 GAN "Steerability" without optimization
Nurit Spingarn Eliezer · Ron Banner · Tomer Michaeli
Poster
Mon 9:00 Using latent space regression to analyze and leverage compositionality in GANs
Lucy Chai · Jonas Wulff · Phillip Isola
Poster
Thu 1:00 Conditional Generative Modeling via Learning the Latent Space
Sameera Ramasinghe · Kanchana Ranasinghe · Salman Khan · Nick Barnes · Stephen Gould
Poster
Tue 9:00 Learning a Latent Search Space for Routing Problems using Variational Autoencoders
André Hottung · Bhanu Bhandari · Kevin Tierney
Poster
Mon 9:00 Unsupervised Meta-Learning through Latent-Space Interpolation in Generative Models
Siavash Khodadadeh · Sharare Zehtabian · Saeed Vahidian · Weijia Wang · Bill Lin · Ladislau Boloni
Poster
Thu 1:00 Mind the Gap when Conditioning Amortised Inference in Sequential Latent-Variable Models
Justin Bayer · Maximilian Soelch · Atanas Mirchev · Baris Kayalibay · Patrick van der Smagt