Hyperspherical Variational Auto-Encoders

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Hyperspherical Variational Auto-Encoders

3 April 2018

Tim R. Davidson

Jakub M. Tomczak

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Papers citing "Hyperspherical Variational Auto-Encoders"

15 / 215 papers shown

Title
Preventing Posterior Collapse with delta-VAEs Ali Razavi Aaron van den Oord Ben Poole Oriol Vinyals DRL 94 171 0 10 Jan 2019
Poincaré Wasserstein Autoencoder Ivan Ovinnikov 90 17 0 05 Jan 2019
Topological Constraints on Homeomorphic Auto-Encoding P. D. Haan Luca Falorsi 47 6 0 27 Dec 2018
A Tutorial on Deep Latent Variable Models of Natural Language Yoon Kim Sam Wiseman Alexander M. Rush BDL VLM 121 42 0 17 Dec 2018
Adversarial Autoencoders with Constant-Curvature Latent Manifolds Daniele Grattarola L. Livi Cesare Alippi BDL 70 29 0 11 Dec 2018
Embedding-reparameterization procedure for manifold-valued latent variables in generative models Eugene Golikov M. Kretov DRL 45 0 0 06 Dec 2018
A Retrieve-and-Edit Framework for Predicting Structured Outputs Tatsunori B. Hashimoto Kelvin Guu Yonatan Oren Percy Liang BDL KELM 118 176 0 04 Dec 2018
Sinkhorn AutoEncoders Giorgio Patrini Rianne van den Berg Patrick Forré M. Carioni Samarth Bhargav Max Welling Tim Genewein Frank Nielsen DiffM 67 89 0 02 Oct 2018
Variational Autoencoder with Implicit Optimal Priors Hiroshi Takahashi Tomoharu Iwata Yuki Yamanaka Masanori Yamada Satoshi Yagi DRL 107 65 0 14 Sep 2018
HyperML: A Boosting Metric Learning Approach in Hyperbolic Space for Recommender Systems Lucas Vinh Tran Yi Tay Shuai Zhang Gao Cong Xiaoli Li 98 124 0 05 Sep 2018
Spherical Latent Spaces for Stable Variational Autoencoders Jiacheng Xu Greg Durrett BDL DRL 96 195 0 31 Aug 2018
Explorations in Homeomorphic Variational Auto-Encoding Luca Falorsi P. D. Haan Tim R. Davidson Nicola De Cao Maurice Weiler Patrick Forré Taco S. Cohen BDL DRL 107 115 0 12 Jul 2018
MolGAN: An implicit generative model for small molecular graphs Nicola De Cao Thomas Kipf GNN GAN 193 931 0 30 May 2018
Implicit Reparameterization Gradients Michael Figurnov S. Mohamed A. Mnih BDL 130 235 0 22 May 2018
Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Curvature Manifolds Daniele Grattarola Daniele Zambon Cesare Alippi L. Livi GNN 75 41 0 16 May 2018