Structure by Architecture: Structured Representations without
Regularization

Structure by Architecture: Structured Representations without Regularization

14 June 2020

Giulia Lanzillotta

Yashas Annadani

Stefan Bauer

Bernhard Schölkopf

Papers citing "Structure by Architecture: Structured Representations without Regularization"

8 / 8 papers shown

Title
Learning Discrete Concepts in Latent Hierarchical Models Lingjing Kong Guan-Hong Chen Biwei Huang Eric P. Xing Yuejie Chi Kun Zhang 44 4 0 01 Jun 2024
Vector-based Representation is the Key: A Study on Disentanglement and Compositional Generalization Tao Yang Yuwang Wang Cuiling Lan Yan Lu Nanning Zheng OCL CoGe DRL 24 7 0 29 May 2023
On the Latent Holes of VAEs for Text Generation Ruizhe Li Xutan Peng Chenghua Lin 37 4 0 07 Oct 2021
LambdaNetworks: Modeling Long-Range Interactions Without Attention Irwan Bello 260 178 0 17 Feb 2021
Disentangled Recurrent Wasserstein Autoencoder Jun Han Martin Renqiang Min Ligong Han Erran L. Li Xuan Zhang CoGe SyDa DRL 27 33 0 19 Jan 2021
Semi-Supervised StyleGAN for Disentanglement Learning Weili Nie Tero Karras Animesh Garg Shoubhik Debhath Anjul Patney Ankit B. Patel Anima Anandkumar DRL 84 72 0 06 Mar 2020
Independent Subspace Analysis for Unsupervised Learning of Disentangled Representations Jan Stühmer Richard E. Turner Sebastian Nowozin DRL BDL CoGe 86 25 0 05 Sep 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,320 0 12 Dec 2018