Explicitly disentangling image content from translation and rotation with spatial-VAE

25 September 2019

Papers citing "Explicitly disentangling image content from translation and rotation with spatial-VAE"

25 / 25 papers shown

Title
Equivariant amortized inference of poses for cryo-EM Larissa de Ruijter Gabriele Cesa 44 1 0 01 Jun 2024
DualContrast: Unsupervised Disentangling of Content and Transformations with Implicit Parameterization M. R. Uddin Min Xu 51 0 0 27 May 2024
Rotation and Translation Invariant Representation Learning with Implicit Neural Representations Sehyun Kwon Jooyoung Choi Ernest K. Ryu OOD 41 4 0 27 Apr 2023
Generative modeling of living cells with SO(3)-equivariant implicit neural representations David Wiesner Julian Suk Sven Dummer Tereza Nečasová V. Ulman D. Svoboda J. Wolterink DiffM MedIm 32 17 0 18 Apr 2023
Domain Generalization In Robust Invariant Representation Gauri Gupta Ritvik Kapila Keshav Gupta Ramesh Raskar OOD 19 0 0 07 Apr 2023
Physics and Chemistry from Parsimonious Representations: Image Analysis via Invariant Variational Autoencoders Mani Valleti Yongtao Liu Sergei V. Kalinin DRL 30 4 0 30 Mar 2023
Deep Kernel Methods Learn Better: From Cards to Process Optimization Mani Valleti Rama K Vasudevan M. Ziatdinov Sergei V. Kalinin BDL 16 7 0 25 Mar 2023
MELON: NeRF with Unposed Images in SO(3) A. Levy Mark J. Matthews Matan Sela Gordon Wetzstein Dmitry Lagun 48 1 0 14 Mar 2023
Unsupervised Object Representation Learning using Translation and Rotation Group Equivariant VAE Alireza Nasiri Tristan Bepler DRL 24 12 0 24 Oct 2022
Amortized Inference for Heterogeneous Reconstruction in Cryo-EM A. Levy Gordon Wetzstein Julien N. P. Martel Frédéric Poitevin Ellen D. Zhong 23 34 0 13 Oct 2022
Microscopy is All You Need Sergei V. Kalinin Rama K Vasudevan Yongtao Liu Ayana Ghosh Kevin M. Roccapriore M. Ziatdinov 28 0 0 12 Oct 2022
Equivariant Priors for Compressed Sensing with Unknown Orientation Anna Kuzina Kumar Pratik F. V. Massoli Arash Behboodi 25 2 0 28 Jun 2022
Review of Disentanglement Approaches for Medical Applications -- Towards Solving the Gordian Knot of Generative Models in Healthcare Jana Fragemann Lynton Ardizzone Jan Egger Jens Kleesiek DRL MedIm 30 10 0 21 Mar 2022
Physics-informed Guided Disentanglement in Generative Networks Fabio Pizzati Pietro Cerri Raoul de Charette PINN DRL 23 12 0 29 Jul 2021
Invariance-based Multi-Clustering of Latent Space Embeddings for Equivariant Learning Chandrajit L. Bajaj A. Roy Haoran Zhang BDL DRL 26 1 0 25 Jul 2021
Disentangling semantic features of macromolecules in Cryo-Electron Tomography Kai Yi Jianye Pang Yungeng Zhang Xiangrui Zeng Min Xu 18 1 0 27 Jun 2021
Finding simplicity: unsupervised discovery of features, patterns, and order parameters via shift-invariant variational autoencoders M. Ziatdinov C. Wong Sergei V. Kalinin OOD 24 10 0 23 Jun 2021
Improved Transformer for High-Resolution GANs Long Zhao Zizhao Zhang Ting Chen Dimitris N. Metaxas Han Zhang ViT 34 95 0 14 Jun 2021
Unsupervised Deep Learning Methods for Biological Image Reconstruction and Enhancement Mehmet Akccakaya Burhaneddin Yaman Hyungjin Chung Jong Chul Ye MedIm 36 55 0 17 May 2021
Automated and Autonomous Experiment in Electron and Scanning Probe Microscopy Sergei V. Kalinin M. Ziatdinov Jacob D. Hinkle S. Jesse Ayana Ghosh K. Kelley A. Lupini B. Sumpter Rama K Vasudevan 40 3 0 22 Mar 2021
Learning Rotation Invariant Features for Cryogenic Electron Microscopy Image Reconstruction Koby Bibas Gili Weiss-Dicker Dana Cohen Noa Cahan H. Greenspan 14 7 0 10 Jan 2021
Adversarial Generation of Continuous Images Ivan Skorokhodov Savva Ignatyev Mohamed Elhoseiny GAN 19 170 0 24 Nov 2020
Survey2Survey: A deep learning generative model approach for cross-survey image mapping B. Buncher A. N. Sharma M. Kind MedIm 13 6 0 13 Nov 2020
A Probabilistic Generative Model for Typographical Analysis of Early Modern Printing Kartik Goyal Chris Dyer Christopher N. Warren M. G'Sell Taylor Berg-Kirkpatrick 28 7 0 04 May 2020
Estimation of Orientation and Camera Parameters from Cryo-Electron Microscopy Images with Variational Autoencoders and Generative Adversarial Networks Nina Miolane Frédéric Poitevin Yee-Ting Li S. Holmes 3DV 16 23 0 19 Nov 2019